Dataset statistics
| Number of variables | 54 |
|---|---|
| Number of observations | 5128394 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 GiB |
| Average record size in memory | 432.0 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 24 |
| Text | 1 |
| Boolean | 9 |
numero_referencias has constant value "" | Constant |
CATEGORY has constant value "" | Constant |
Unnamed: 0 is highly overall correlated with cod_tienda | High correlation |
cod_tienda is highly overall correlated with Unnamed: 0 | High correlation |
cod_semana is highly overall correlated with month and 8 other fields | High correlation |
cod_producto is highly overall correlated with SEGMENT | High correlation |
ventas_unidades is highly overall correlated with ventas_valor and 1 other fields | High correlation |
ventas_valor is highly overall correlated with ventas_unidades and 1 other fields | High correlation |
ventas_volumen is highly overall correlated with ventas_unidades and 1 other fields | High correlation |
precio_real_unidades is highly overall correlated with precio_real_volumen and 2 other fields | High correlation |
precio_real_volumen is highly overall correlated with precio_real_unidades and 3 other fields | High correlation |
precio_tarifa_unidades is highly overall correlated with precio_real_unidades and 2 other fields | High correlation |
precio_tarifa_volumen is highly overall correlated with precio_real_unidades and 3 other fields | High correlation |
cod_provincia is highly overall correlated with Provincia and 1 other fields | High correlation |
postal_code is highly overall correlated with Provincia and 1 other fields | High correlation |
sales_surface_sqmeters is highly overall correlated with cod_canal and 2 other fields | High correlation |
Lat is highly overall correlated with Provincia and 1 other fields | High correlation |
Lon is highly overall correlated with Provincia and 1 other fields | High correlation |
TEMP_MINIMA is highly overall correlated with TEMP_MAXIMA and 2 other fields | High correlation |
TEMP_MAXIMA is highly overall correlated with TEMP_MINIMA and 2 other fields | High correlation |
TEMP_MEDIA is highly overall correlated with TEMP_MINIMA and 2 other fields | High correlation |
month is highly overall correlated with cod_semana and 1 other fields | High correlation |
year is highly overall correlated with cod_semana and 4 other fields | High correlation |
season is highly overall correlated with cod_semana and 4 other fields | High correlation |
SEGMENT is highly overall correlated with cod_producto | High correlation |
MANUFACTURER is highly overall correlated with BRAND | High correlation |
BRAND is highly overall correlated with MANUFACTURER | High correlation |
PACKAGING is highly overall correlated with VOLUME | High correlation |
VOLUME is highly overall correlated with precio_real_volumen and 2 other fields | High correlation |
cod_canal is highly overall correlated with sales_surface_sqmeters and 2 other fields | High correlation |
Canal is highly overall correlated with sales_surface_sqmeters and 2 other fields | High correlation |
Channel is highly overall correlated with sales_surface_sqmeters and 2 other fields | High correlation |
Provincia is highly overall correlated with cod_provincia and 4 other fields | High correlation |
Comunidad autónoma is highly overall correlated with cod_provincia and 4 other fields | High correlation |
regional_holidays_2021 is highly overall correlated with cod_semana and 1 other fields | High correlation |
local_holidays_2021 is highly overall correlated with cod_semana and 2 other fields | High correlation |
regional_holidays_2022 is highly overall correlated with cod_semana | High correlation |
local_holidays_2022 is highly overall correlated with cod_semana and 1 other fields | High correlation |
national_holidays_2023 is highly overall correlated with regional_holidays_2023 | High correlation |
regional_holidays_2023 is highly overall correlated with cod_semana and 3 other fields | High correlation |
local_holidays_2023 is highly overall correlated with cod_semana and 2 other fields | High correlation |
VOLUME is highly imbalanced (59.1%) | Imbalance |
UNITS is highly imbalanced (60.4%) | Imbalance |
promocion_cabecera is highly imbalanced (80.8%) | Imbalance |
promocion_expositor is highly imbalanced (83.0%) | Imbalance |
promocion_extra_cantidad is highly imbalanced (98.4%) | Imbalance |
promocion_folleto is highly imbalanced (70.5%) | Imbalance |
promocion_isla is highly imbalanced (93.3%) | Imbalance |
promocion_multicompra is highly imbalanced (93.5%) | Imbalance |
promocion_regalo is highly imbalanced (95.0%) | Imbalance |
national_holidays_2021 is highly imbalanced (71.2%) | Imbalance |
national_holidays_2022 is highly imbalanced (66.9%) | Imbalance |
national_holidays_2023 is highly imbalanced (82.3%) | Imbalance |
regional_holidays_2023 is highly imbalanced (60.3%) | Imbalance |
local_holidays_2023 is highly imbalanced (51.1%) | Imbalance |
ventas_unidades is highly skewed (γ1 = 94.40156635) | Skewed |
ventas_valor is highly skewed (γ1 = 47.2030425) | Skewed |
ventas_volumen is highly skewed (γ1 = 50.84977748) | Skewed |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
ventas_volumen has 210240 (4.1%) zeros | Zeros |
PRECIPITACION has 592889 (11.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-11 20:18:10.965093 |
|---|---|
| Analysis finished | 2023-07-11 20:40:42.411722 |
| Duration | 22 minutes and 31.45 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 5128394 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2564196.5 |
| Minimum | 0 |
|---|---|
| Maximum | 5128393 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 256419.65 |
| Q1 | 1282098.2 |
| median | 2564196.5 |
| Q3 | 3846294.8 |
| 95-th percentile | 4871973.3 |
| Maximum | 5128393 |
| Range | 5128393 |
| Interquartile range (IQR) | 2564196.5 |
Descriptive statistics
| Standard deviation | 1480440 |
|---|---|
| Coefficient of variation (CV) | 0.57735044 |
| Kurtosis | -1.2 |
| Mean | 2564196.5 |
| Median Absolute Deviation (MAD) | 1282098.5 |
| Skewness | 8.9009187 × 10-17 |
| Sum | 1.315021 × 1013 |
| Variance | 2.1917025 × 1012 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 3418926 | 1 | < 0.1% |
| 3418933 | 1 | < 0.1% |
| 3418932 | 1 | < 0.1% |
| 3418931 | 1 | < 0.1% |
| 3418930 | 1 | < 0.1% |
| 3418929 | 1 | < 0.1% |
| 3418928 | 1 | < 0.1% |
| 3418927 | 1 | < 0.1% |
| 3418925 | 1 | < 0.1% |
| Other values (5128384) | 5128384 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 5128393 | 1 | |
| 5128392 | 1 | |
| 5128391 | 1 | |
| 5128390 | 1 | |
| 5128389 | 1 | |
| 5128388 | 1 | |
| 5128387 | 1 | |
| 5128386 | 1 | |
| 5128385 | 1 | |
| 5128384 | 1 |
cod_tienda
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 543 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 289.33709 |
| Minimum | 1 |
|---|---|
| Maximum | 557 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 158 |
| median | 282 |
| Q3 | 444 |
| 95-th percentile | 535 |
| Maximum | 557 |
| Range | 556 |
| Interquartile range (IQR) | 286 |
Descriptive statistics
| Standard deviation | 163.05702 |
|---|---|
| Coefficient of variation (CV) | 0.56355382 |
| Kurtosis | -1.2054367 |
| Mean | 289.33709 |
| Median Absolute Deviation (MAD) | 140 |
| Skewness | -0.03004068 |
| Sum | 1.4838346 × 109 |
| Variance | 26587.592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 228 | 39734 | 0.8% |
| 196 | 38878 | 0.8% |
| 302 | 38534 | 0.8% |
| 16 | 37891 | 0.7% |
| 207 | 37494 | 0.7% |
| 50 | 37477 | 0.7% |
| 483 | 37435 | 0.7% |
| 336 | 37090 | 0.7% |
| 173 | 36944 | 0.7% |
| 391 | 36402 | 0.7% |
| Other values (533) | 4750515 |
| Value | Count | Frequency (%) |
| 1 | 789 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 11024 | |
| 4 | 27134 | |
| 5 | 4484 | 0.1% |
| 6 | 2886 | 0.1% |
| 7 | 2385 | < 0.1% |
| 8 | 3344 | 0.1% |
| 9 | 5980 | 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 557 | 3752 | 0.1% |
| 556 | 6615 | 0.1% |
| 555 | 6862 | 0.1% |
| 554 | 10160 | 0.2% |
| 553 | 31064 | |
| 552 | 46 | < 0.1% |
| 551 | 33237 | |
| 550 | 35083 | |
| 549 | 770 | < 0.1% |
| 548 | 8049 | 0.2% |
cod_semana
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 116 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.157248 |
| Minimum | 1 |
|---|---|
| Maximum | 116 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 30 |
| median | 60 |
| Q3 | 88 |
| 95-th percentile | 111 |
| Maximum | 116 |
| Range | 115 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 33.362161 |
|---|---|
| Coefficient of variation (CV) | 0.56395728 |
| Kurtosis | -1.1982501 |
| Mean | 59.157248 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | -0.020962079 |
| Sum | 3.0338168 × 108 |
| Variance | 1113.0338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 50103 | 1.0% |
| 101 | 47469 | 0.9% |
| 48 | 46755 | 0.9% |
| 80 | 46644 | 0.9% |
| 71 | 46252 | 0.9% |
| 79 | 46228 | 0.9% |
| 74 | 46169 | 0.9% |
| 99 | 46109 | 0.9% |
| 73 | 46108 | 0.9% |
| 78 | 46037 | 0.9% |
| Other values (106) | 4660520 |
| Value | Count | Frequency (%) |
| 1 | 40472 | |
| 2 | 40170 | |
| 3 | 41358 | |
| 4 | 40949 | |
| 5 | 42308 | |
| 6 | 41966 | |
| 7 | 41838 | |
| 8 | 42214 | |
| 9 | 41693 | |
| 10 | 42570 |
| Value | Count | Frequency (%) |
| 116 | 45355 | |
| 115 | 45787 | |
| 114 | 45331 | |
| 113 | 45027 | |
| 112 | 45529 | |
| 111 | 44956 | |
| 110 | 44958 | |
| 109 | 44674 | |
| 108 | 44529 | |
| 107 | 43872 |
cod_producto
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1070 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 871.65905 |
| Minimum | 4 |
|---|---|
| Maximum | 1505 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 222 |
| Q1 | 516 |
| median | 927 |
| Q3 | 1229 |
| 95-th percentile | 1463 |
| Maximum | 1505 |
| Range | 1501 |
| Interquartile range (IQR) | 713 |
Descriptive statistics
| Standard deviation | 406.95303 |
|---|---|
| Coefficient of variation (CV) | 0.4668718 |
| Kurtosis | -1.1131356 |
| Mean | 871.65905 |
| Median Absolute Deviation (MAD) | 330 |
| Skewness | -0.2243403 |
| Sum | 4.470211 × 109 |
| Variance | 165610.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 309 | 41752 | 0.8% |
| 661 | 40286 | 0.8% |
| 1132 | 40037 | 0.8% |
| 1033 | 39523 | 0.8% |
| 1500 | 38251 | 0.7% |
| 1312 | 37435 | 0.7% |
| 1120 | 35938 | 0.7% |
| 654 | 35805 | 0.7% |
| 1502 | 34429 | 0.7% |
| 1075 | 34182 | 0.7% |
| Other values (1060) | 4750756 |
| Value | Count | Frequency (%) |
| 4 | 152 | < 0.1% |
| 5 | 118 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 17 | < 0.1% |
| 8 | 117 | < 0.1% |
| 9 | 711 | < 0.1% |
| 10 | 6184 | |
| 12 | 61 | < 0.1% |
| 13 | 62 | < 0.1% |
| 15 | 198 | < 0.1% |
| Value | Count | Frequency (%) |
| 1505 | 2869 | 0.1% |
| 1504 | 8909 | 0.2% |
| 1503 | 10373 | 0.2% |
| 1502 | 34429 | |
| 1501 | 11551 | 0.2% |
| 1500 | 38251 | |
| 1499 | 578 | < 0.1% |
| 1498 | 1055 | < 0.1% |
| 1497 | 1497 | < 0.1% |
| 1496 | 24745 |
ventas_unidades
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 7610 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.811348 |
| Minimum | 0 |
|---|---|
| Maximum | 174864 |
| Zeros | 1654 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 9 |
| Q3 | 27 |
| 95-th percentile | 146 |
| Maximum | 174864 |
| Range | 174864 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 525.63532 |
|---|---|
| Coefficient of variation (CV) | 10.768711 |
| Kurtosis | 15594.08 |
| Mean | 48.811348 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 94.401566 |
| Sum | 2.5032382 × 108 |
| Variance | 276292.49 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 548152 | 10.7% |
| 2 | 479746 | 9.4% |
| 3 | 325918 | 6.4% |
| 4 | 298007 | 5.8% |
| 6 | 290526 | 5.7% |
| 5 | 210167 | 4.1% |
| 8 | 188550 | 3.7% |
| 7 | 170644 | 3.3% |
| 12 | 143653 | 2.8% |
| 9 | 130558 | 2.5% |
| Other values (7600) | 2342473 |
| Value | Count | Frequency (%) |
| 0 | 1654 | < 0.1% |
| 1 | 548152 | |
| 2 | 479746 | |
| 3 | 325918 | |
| 4 | 298007 | |
| 5 | 210167 | 4.1% |
| 6 | 290526 | |
| 7 | 170644 | 3.3% |
| 8 | 188550 | 3.7% |
| 9 | 130558 | 2.5% |
| Value | Count | Frequency (%) |
| 174864 | 1 | |
| 164226 | 1 | |
| 151243 | 1 | |
| 128472 | 1 | |
| 120635 | 1 | |
| 117422 | 1 | |
| 109495 | 1 | |
| 105834 | 1 | |
| 102165 | 1 | |
| 101430 | 1 |
ventas_valor
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 74967 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.40386 |
| Minimum | 0.02 |
|---|---|
| Maximum | 68038.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 1.48 |
| Q1 | 5.12 |
| median | 12.6 |
| Q3 | 32.45 |
| 95-th percentile | 164.32 |
| Maximum | 68038.65 |
| Range | 68038.63 |
| Interquartile range (IQR) | 27.33 |
Descriptive statistics
| Standard deviation | 226.74559 |
|---|---|
| Coefficient of variation (CV) | 4.7832726 |
| Kurtosis | 5899.8508 |
| Mean | 47.40386 |
| Median Absolute Deviation (MAD) | 9.3 |
| Skewness | 47.203042 |
| Sum | 2.4310567 × 108 |
| Variance | 51413.562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 19933 | 0.4% |
| 3 | 16108 | 0.3% |
| 9 | 14982 | 0.3% |
| 12 | 13659 | 0.3% |
| 4.5 | 13629 | 0.3% |
| 2 | 11604 | 0.2% |
| 7.2 | 11304 | 0.2% |
| 4.8 | 11252 | 0.2% |
| 6.6 | 11020 | 0.2% |
| 18 | 10700 | 0.2% |
| Other values (74957) | 4994203 |
| Value | Count | Frequency (%) |
| 0.02 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.13 | 3 | < 0.1% |
| 0.15 | 18 | |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.18 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 68038.65 | 1 | |
| 56554.58 | 1 | |
| 43725.44 | 1 | |
| 42439.54 | 1 | |
| 40658.7 | 1 | |
| 38094.9 | 1 | |
| 37595.25 | 1 | |
| 36982.53 | 1 | |
| 36374 | 1 | |
| 35929.76 | 1 |
ventas_volumen
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 5674 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.956063 |
| Minimum | 0 |
|---|---|
| Maximum | 57705 |
| Zeros | 210240 |
| Zeros (%) | 4.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 20 |
| 95-th percentile | 122 |
| Maximum | 57705 |
| Range | 57705 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 250.1391 |
|---|---|
| Coefficient of variation (CV) | 6.7685539 |
| Kurtosis | 5204.6165 |
| Mean | 36.956063 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 50.849777 |
| Sum | 1.8952525 × 108 |
| Variance | 62569.571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 646173 | 12.6% |
| 2 | 561030 | 10.9% |
| 3 | 410278 | 8.0% |
| 4 | 293284 | 5.7% |
| 5 | 256287 | 5.0% |
| 6 | 240402 | 4.7% |
| 0 | 210240 | 4.1% |
| 8 | 204109 | 4.0% |
| 9 | 137867 | 2.7% |
| 12 | 135944 | 2.7% |
| Other values (5664) | 2032780 |
| Value | Count | Frequency (%) |
| 0 | 210240 | 4.1% |
| 1 | 646173 | |
| 2 | 561030 | |
| 3 | 410278 | |
| 4 | 293284 | |
| 5 | 256287 | 5.0% |
| 6 | 240402 | 4.7% |
| 7 | 120341 | 2.3% |
| 8 | 204109 | 4.0% |
| 9 | 137867 | 2.7% |
| Value | Count | Frequency (%) |
| 57705 | 1 | |
| 54195 | 1 | |
| 49910 | 1 | |
| 49191 | 1 | |
| 42396 | 1 | |
| 41996 | 1 | |
| 39810 | 1 | |
| 38749 | 1 | |
| 37487 | 1 | |
| 36133 | 1 |
numero_referencias
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5128394 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5128394 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5128394 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5128394 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5128394 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5128394 |
precio_real_unidades
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1886 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1427971 |
| Minimum | 0.01 |
|---|---|
| Maximum | 139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.38 |
| Q1 | 0.62 |
| median | 1.21 |
| Q3 | 2.6 |
| 95-th percentile | 6.95 |
| Maximum | 139 |
| Range | 138.99 |
| Interquartile range (IQR) | 1.98 |
Descriptive statistics
| Standard deviation | 2.4113312 |
|---|---|
| Coefficient of variation (CV) | 1.1253194 |
| Kurtosis | 14.662808 |
| Mean | 2.1427971 |
| Median Absolute Deviation (MAD) | 0.68 |
| Skewness | 2.6565171 |
| Sum | 10989108 |
| Variance | 5.8145179 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.53 | 83741 | 1.6% |
| 0.52 | 72501 | 1.4% |
| 0.55 | 69798 | 1.4% |
| 0.5 | 68655 | 1.3% |
| 0.59 | 68154 | 1.3% |
| 1 | 59269 | 1.2% |
| 0.51 | 58126 | 1.1% |
| 0.49 | 52493 | 1.0% |
| 0.75 | 51920 | 1.0% |
| 0.54 | 51670 | 1.0% |
| Other values (1876) | 4492067 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.03 | 5 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.05 | 6 | < 0.1% |
| 0.06 | 8 | < 0.1% |
| 0.07 | 10 | |
| 0.08 | 9 | |
| 0.09 | 19 | |
| 0.1 | 22 | |
| 0.11 | 21 |
| Value | Count | Frequency (%) |
| 139 | 1 | < 0.1% |
| 101.25 | 1 | < 0.1% |
| 99.04 | 1 | < 0.1% |
| 98.29 | 1 | < 0.1% |
| 93 | 2 | < 0.1% |
| 87.76 | 1 | < 0.1% |
| 87.71 | 1 | < 0.1% |
| 83.15 | 1 | < 0.1% |
| 55.04 | 25 | |
| 49 | 8 | < 0.1% |
precio_real_volumen
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 67 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1610656 |
| Minimum | 0.2 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.33 |
| Q1 | 0.33 |
| median | 0.36 |
| Q3 | 1.5 |
| 95-th percentile | 3.96 |
| Maximum | 50 |
| Range | 49.8 |
| Interquartile range (IQR) | 1.17 |
Descriptive statistics
| Standard deviation | 1.5235775 |
|---|---|
| Coefficient of variation (CV) | 1.3122234 |
| Kurtosis | 13.411904 |
| Mean | 1.1610656 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 2.8339742 |
| Sum | 5954402 |
| Variance | 2.3212885 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.33 | 2456975 | |
| 1.5 | 612194 | 11.9% |
| 0.5 | 534833 | 10.4% |
| 3.96 | 294290 | 5.7% |
| 1 | 188479 | 3.7% |
| 1.98 | 129824 | 2.5% |
| 3 | 121978 | 2.4% |
| 0.75 | 76859 | 1.5% |
| 6 | 70423 | 1.4% |
| 1.32 | 70422 | 1.4% |
| Other values (57) | 572117 | 11.2% |
| Value | Count | Frequency (%) |
| 0.2 | 422 | < 0.1% |
| 0.25 | 54158 | 1.1% |
| 0.3 | 17254 | 0.3% |
| 0.33 | 2456975 | |
| 0.36 | 67844 | 1.3% |
| 0.38 | 27933 | 0.5% |
| 0.44 | 21146 | 0.4% |
| 0.45 | 4783 | 0.1% |
| 0.47 | 1581 | < 0.1% |
| 0.5 | 534833 | 10.4% |
| Value | Count | Frequency (%) |
| 50 | 25 | < 0.1% |
| 20 | 25 | < 0.1% |
| 12 | 34 | < 0.1% |
| 9.24 | 30139 | |
| 9 | 5475 | 0.1% |
| 8.4 | 100 | < 0.1% |
| 7.92 | 40960 | |
| 7 | 4 | < 0.1% |
| 6.75 | 265 | < 0.1% |
| 6.6 | 707 | < 0.1% |
precio_tarifa_unidades
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1958 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2455012 |
| Minimum | 0.01 |
|---|---|
| Maximum | 140.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.42 |
| Q1 | 0.65 |
| median | 1.28 |
| Q3 | 2.66 |
| 95-th percentile | 7.22 |
| Maximum | 140.85 |
| Range | 140.84 |
| Interquartile range (IQR) | 2.01 |
Descriptive statistics
| Standard deviation | 2.6147882 |
|---|---|
| Coefficient of variation (CV) | 1.1644564 |
| Kurtosis | 164.00515 |
| Mean | 2.2455012 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 5.5705333 |
| Sum | 11515815 |
| Variance | 6.8371174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.53 | 97976 | 1.9% |
| 0.52 | 79426 | 1.5% |
| 0.59 | 78976 | 1.5% |
| 0.55 | 78858 | 1.5% |
| 0.75 | 60446 | 1.2% |
| 0.51 | 59183 | 1.2% |
| 0.54 | 55844 | 1.1% |
| 0.5 | 54109 | 1.1% |
| 1.29 | 52712 | 1.0% |
| 0.61 | 52102 | 1.0% |
| Other values (1948) | 4458762 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 5 | < 0.1% |
| 0.11 | 3 | < 0.1% |
| 0.12 | 3 | < 0.1% |
| 0.13 | 7 | < 0.1% |
| 0.14 | 16 | < 0.1% |
| 0.15 | 93 | |
| 0.16 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 140.85 | 1 | < 0.1% |
| 140.83 | 1 | < 0.1% |
| 140.77 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| 126.86 | 1 | < 0.1% |
| 126.82 | 1 | < 0.1% |
| 126.81 | 1 | < 0.1% |
| 126.75 | 1 | < 0.1% |
| 126.74 | 4 | |
| 126.73 | 4 |
precio_tarifa_volumen
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 67 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1610656 |
| Minimum | 0.2 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.33 |
| Q1 | 0.33 |
| median | 0.36 |
| Q3 | 1.5 |
| 95-th percentile | 3.96 |
| Maximum | 50 |
| Range | 49.8 |
| Interquartile range (IQR) | 1.17 |
Descriptive statistics
| Standard deviation | 1.5235775 |
|---|---|
| Coefficient of variation (CV) | 1.3122235 |
| Kurtosis | 13.411904 |
| Mean | 1.1610656 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 2.8339743 |
| Sum | 5954401.6 |
| Variance | 2.3212885 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.33 | 2456975 | |
| 1.5 | 612194 | 11.9% |
| 0.5 | 534833 | 10.4% |
| 3.96 | 294290 | 5.7% |
| 1 | 188480 | 3.7% |
| 1.98 | 129824 | 2.5% |
| 3 | 121978 | 2.4% |
| 0.75 | 76859 | 1.5% |
| 6 | 70423 | 1.4% |
| 1.32 | 70422 | 1.4% |
| Other values (57) | 572116 | 11.2% |
| Value | Count | Frequency (%) |
| 0.2 | 422 | < 0.1% |
| 0.25 | 54158 | 1.1% |
| 0.3 | 17254 | 0.3% |
| 0.33 | 2456975 | |
| 0.36 | 67844 | 1.3% |
| 0.38 | 27933 | 0.5% |
| 0.44 | 21146 | 0.4% |
| 0.45 | 4783 | 0.1% |
| 0.47 | 1581 | < 0.1% |
| 0.5 | 534833 | 10.4% |
| Value | Count | Frequency (%) |
| 50 | 25 | < 0.1% |
| 20 | 25 | < 0.1% |
| 12 | 34 | < 0.1% |
| 9.24 | 30139 | |
| 9 | 5475 | 0.1% |
| 8.4 | 100 | < 0.1% |
| 7.92 | 40960 | |
| 7 | 4 | < 0.1% |
| 6.75 | 265 | < 0.1% |
| 6.6 | 707 | < 0.1% |
month
Categorical
HIGH CORRELATION 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| January | |
|---|---|
| February | |
| March | |
| May | |
| October | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.174111 |
| Min length | 3 |
Characters and Unicode
| Total characters | 31663274 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | October |
|---|---|
| 2nd row | October |
| 3rd row | October |
| 4th row | October |
| 5th row | October |
Common Values
| Value | Count | Frequency (%) |
| January | 641353 | |
| February | 524613 | |
| March | 482790 | |
| May | 450933 | |
| October | 438345 | |
| July | 408225 | |
| August | 398822 | |
| November | 368724 | |
| June | 364448 | |
| September | 351929 | |
| Other values (2) | 698212 |
Length
| Value | Count | Frequency (%) |
| january | 641353 | |
| february | 524613 | |
| march | 482790 | |
| may | 450933 | |
| october | 438345 | |
| july | 408225 | |
| august | 398822 | |
| november | 368724 | |
| june | 364448 | |
| september | 351929 | |
| Other values (2) | 698212 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4170539 | |
| r | 4030579 | |
| a | 2741042 | 8.7% |
| u | 2736283 | 8.6% |
| b | 2033577 | 6.4% |
| y | 2025124 | 6.4% |
| J | 1414026 | 4.5% |
| c | 1271101 | 4.0% |
| t | 1189096 | 3.8% |
| m | 1070619 | 3.4% |
| Other values (16) | 8981288 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26534880 | |
| Uppercase Letter | 5128394 | 16.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4170539 | |
| r | 4030579 | |
| a | 2741042 | |
| u | 2736283 | |
| b | 2033577 | |
| y | 2025124 | |
| c | 1271101 | 4.8% |
| t | 1189096 | 4.5% |
| m | 1070619 | 4.0% |
| n | 1005801 | 3.8% |
| Other values (8) | 4261119 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 1414026 | |
| M | 933723 | |
| A | 747068 | |
| F | 524613 | 10.2% |
| O | 438345 | 8.5% |
| N | 368724 | 7.2% |
| S | 351929 | 6.9% |
| D | 349966 | 6.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31663274 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4170539 | |
| r | 4030579 | |
| a | 2741042 | 8.7% |
| u | 2736283 | 8.6% |
| b | 2033577 | 6.4% |
| y | 2025124 | 6.4% |
| J | 1414026 | 4.5% |
| c | 1271101 | 4.0% |
| t | 1189096 | 3.8% |
| m | 1070619 | 3.4% |
| Other values (16) | 8981288 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31663274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4170539 | |
| r | 4030579 | |
| a | 2741042 | 8.7% |
| u | 2736283 | 8.6% |
| b | 2033577 | 6.4% |
| y | 2025124 | 6.4% |
| J | 1414026 | 4.5% |
| c | 1271101 | 4.0% |
| t | 1189096 | 3.8% |
| m | 1070619 | 3.4% |
| Other values (16) | 8981288 |
year
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 2022 | |
|---|---|
| 2021 | |
| 2023 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20513576 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2021 |
| 3rd row | 2021 |
| 4th row | 2021 |
| 5th row | 2021 |
Common Values
| Value | Count | Frequency (%) |
| 2022 | 2333101 | |
| 2021 | 2257303 | |
| 2023 | 537990 | 10.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2022 | 2333101 | |
| 2021 | 2257303 | |
| 2023 | 537990 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 12589889 | |
| 0 | 5128394 | |
| 1 | 2257303 | 11.0% |
| 3 | 537990 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20513576 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 12589889 | |
| 0 | 5128394 | |
| 1 | 2257303 | 11.0% |
| 3 | 537990 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20513576 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 12589889 | |
| 0 | 5128394 | |
| 1 | 2257303 | 11.0% |
| 3 | 537990 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20513576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 12589889 | |
| 0 | 5128394 | |
| 1 | 2257303 | 11.0% |
| 3 | 537990 | 2.6% |
season
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| Winter | |
|---|---|
| Spring | |
| Summer | |
| Fall |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.5480074 |
| Min length | 4 |
Characters and Unicode
| Total characters | 28452368 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fall |
|---|---|
| 2nd row | Fall |
| 3rd row | Fall |
| 4th row | Fall |
| 5th row | Fall |
Common Values
| Value | Count | Frequency (%) |
| Winter | 1515932 | |
| Spring | 1281969 | |
| Summer | 1171495 | |
| Fall | 1158998 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| winter | 1515932 | |
| spring | 1281969 | |
| summer | 1171495 | |
| fall | 1158998 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 3969396 | |
| i | 2797901 | |
| n | 2797901 | |
| e | 2687427 | |
| S | 2453464 | |
| m | 2342990 | |
| l | 2317996 | |
| W | 1515932 | 5.3% |
| t | 1515932 | 5.3% |
| p | 1281969 | 4.5% |
| Other values (4) | 4771460 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23323974 | |
| Uppercase Letter | 5128394 | 18.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 3969396 | |
| i | 2797901 | |
| n | 2797901 | |
| e | 2687427 | |
| m | 2342990 | |
| l | 2317996 | |
| t | 1515932 | 6.5% |
| p | 1281969 | 5.5% |
| g | 1281969 | 5.5% |
| u | 1171495 | 5.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2453464 | |
| W | 1515932 | |
| F | 1158998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28452368 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 3969396 | |
| i | 2797901 | |
| n | 2797901 | |
| e | 2687427 | |
| S | 2453464 | |
| m | 2342990 | |
| l | 2317996 | |
| W | 1515932 | 5.3% |
| t | 1515932 | 5.3% |
| p | 1281969 | 4.5% |
| Other values (4) | 4771460 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28452368 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 3969396 | |
| i | 2797901 | |
| n | 2797901 | |
| e | 2687427 | |
| S | 2453464 | |
| m | 2342990 | |
| l | 2317996 | |
| W | 1515932 | 5.3% |
| t | 1515932 | 5.3% |
| p | 1281969 | 4.5% |
| Other values (4) | 4771460 |
CATEGORY
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| BEER |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20513576 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BEER |
|---|---|
| 2nd row | BEER |
| 3rd row | BEER |
| 4th row | BEER |
| 5th row | BEER |
Common Values
| Value | Count | Frequency (%) |
| BEER | 5128394 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| beer | 5128394 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 10256788 | |
| B | 5128394 | |
| R | 5128394 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 20513576 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 10256788 | |
| B | 5128394 | |
| R | 5128394 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20513576 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 10256788 | |
| B | 5128394 | |
| R | 5128394 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20513576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 10256788 | |
| B | 5128394 | |
| R | 5128394 |
SEGMENT
Categorical
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| NATIONAL | |
|---|---|
| IMPORT PREMIUM | |
| IMPORT SPECIAL | |
| FLAVOURED | |
| EXTRA | |
| Other values (5) |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 9.8182035 |
| Min length | 5 |
Characters and Unicode
| Total characters | 50351616 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EXTRA |
|---|---|
| 2nd row | EXTRA |
| 3rd row | EXTRA |
| 4th row | EXTRA |
| 5th row | EXTRA |
Common Values
| Value | Count | Frequency (%) |
| NATIONAL | 1725496 | |
| IMPORT PREMIUM | 726470 | |
| IMPORT SPECIAL | 597377 | 11.6% |
| FLAVOURED | 505882 | 9.9% |
| EXTRA | 503921 | 9.8% |
| ZERO ALCOHOL | 353559 | 6.9% |
| WITHOUT ALCOHOL | 251107 | 4.9% |
| BLACK | 227526 | 4.4% |
| ARTISANS | 134912 | 2.6% |
| CELIACS | 102144 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| national | 1725496 | |
| import | 1323847 | |
| premium | 726470 | |
| alcohol | 604666 | 8.6% |
| special | 597377 | 8.5% |
| flavoured | 505882 | 7.2% |
| extra | 503921 | 7.1% |
| zero | 353559 | 5.0% |
| without | 251107 | 3.6% |
| black | 227526 | 3.2% |
| Other values (2) | 237056 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 6262332 | |
| O | 5369223 | |
| I | 4861353 | |
| L | 4367757 | |
| T | 4190390 | |
| N | 3585904 | 7.1% |
| R | 3548591 | 7.0% |
| E | 2789353 | 5.5% |
| M | 2776787 | 5.5% |
| P | 2647694 | 5.3% |
| Other values (13) | 9952232 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 48423103 | |
| Space Separator | 1928513 | 3.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6262332 | |
| O | 5369223 | |
| I | 4861353 | |
| L | 4367757 | |
| T | 4190390 | |
| N | 3585904 | |
| R | 3548591 | |
| E | 2789353 | 5.8% |
| M | 2776787 | 5.7% |
| P | 2647694 | 5.5% |
| Other values (12) | 8023719 |
Space Separator
| Value | Count | Frequency (%) |
| 1928513 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 48423103 | |
| Common | 1928513 | 3.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 6262332 | |
| O | 5369223 | |
| I | 4861353 | |
| L | 4367757 | |
| T | 4190390 | |
| N | 3585904 | |
| R | 3548591 | |
| E | 2789353 | 5.8% |
| M | 2776787 | 5.7% |
| P | 2647694 | 5.5% |
| Other values (12) | 8023719 |
Common
| Value | Count | Frequency (%) |
| 1928513 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50351616 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 6262332 | |
| O | 5369223 | |
| I | 4861353 | |
| L | 4367757 | |
| T | 4190390 | |
| N | 3585904 | 7.1% |
| R | 3548591 | 7.0% |
| E | 2789353 | 5.5% |
| M | 2776787 | 5.5% |
| P | 2647694 | 5.3% |
| Other values (13) | 9952232 |
MANUFACTURER
Categorical
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| MANUFACTURER 3 | |
|---|---|
| MANUFACTURER 2 | |
| OTHER MANUFACTURERS | |
| MANUFACTURER 1 | |
| MANUFACTURER 6 | |
| Other values (2) |
Length
| Max length | 19 |
|---|---|
| Median length | 14 |
| Mean length | 14.961136 |
| Min length | 14 |
Characters and Unicode
| Total characters | 76726601 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MANUFACTURER 2 |
|---|---|
| 2nd row | MANUFACTURER 2 |
| 3rd row | MANUFACTURER 2 |
| 4th row | MANUFACTURER 4 |
| 5th row | MANUFACTURER 4 |
Common Values
| Value | Count | Frequency (%) |
| MANUFACTURER 3 | 1528162 | |
| MANUFACTURER 2 | 1213383 | |
| OTHER MANUFACTURERS | 985817 | |
| MANUFACTURER 1 | 539077 | 10.5% |
| MANUFACTURER 6 | 432471 | 8.4% |
| MANUFACTURER 4 | 220063 | 4.3% |
| MANUFACTURER 5 | 209421 | 4.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| manufacturer | 4142577 | |
| 3 | 1528162 | 14.9% |
| 2 | 1213383 | 11.8% |
| other | 985817 | 9.6% |
| manufacturers | 985817 | 9.6% |
| 1 | 539077 | 5.3% |
| 6 | 432471 | 4.2% |
| 4 | 220063 | 2.1% |
| 5 | 209421 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 11242605 | |
| A | 10256788 | |
| U | 10256788 | |
| T | 6114211 | |
| E | 6114211 | |
| M | 5128394 | |
| 5128394 | ||
| C | 5128394 | |
| F | 5128394 | |
| N | 5128394 | |
| Other values (9) | 7100028 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 67455630 | |
| Space Separator | 5128394 | 6.7% |
| Decimal Number | 4142577 | 5.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 11242605 | |
| A | 10256788 | |
| U | 10256788 | |
| T | 6114211 | |
| E | 6114211 | |
| M | 5128394 | |
| C | 5128394 | |
| F | 5128394 | |
| N | 5128394 | |
| O | 985817 | 1.5% |
| Other values (2) | 1971634 | 2.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1528162 | |
| 2 | 1213383 | |
| 1 | 539077 | 13.0% |
| 6 | 432471 | 10.4% |
| 4 | 220063 | 5.3% |
| 5 | 209421 | 5.1% |
Space Separator
| Value | Count | Frequency (%) |
| 5128394 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67455630 | |
| Common | 9270971 | 12.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 11242605 | |
| A | 10256788 | |
| U | 10256788 | |
| T | 6114211 | |
| E | 6114211 | |
| M | 5128394 | |
| C | 5128394 | |
| F | 5128394 | |
| N | 5128394 | |
| O | 985817 | 1.5% |
| Other values (2) | 1971634 | 2.9% |
Common
| Value | Count | Frequency (%) |
| 5128394 | ||
| 3 | 1528162 | 16.5% |
| 2 | 1213383 | 13.1% |
| 1 | 539077 | 5.8% |
| 6 | 432471 | 4.7% |
| 4 | 220063 | 2.4% |
| 5 | 209421 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 76726601 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 11242605 | |
| A | 10256788 | |
| U | 10256788 | |
| T | 6114211 | |
| E | 6114211 | |
| M | 5128394 | |
| 5128394 | ||
| C | 5128394 | |
| F | 5128394 | |
| N | 5128394 | |
| Other values (9) | 7100028 |
BRAND
Categorical
HIGH CORRELATION 
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| OTHER MAN - OTHER BRANDS | |
|---|---|
| MAN 3 - BRAND 3 | |
| MAN 3 - BRAND 4 | |
| MAN 6 - BRAND 1 | |
| MAN 1 - BRAND 1 | |
| Other values (16) |
Length
| Max length | 24 |
|---|---|
| Median length | 15 |
| Mean length | 17.267193 |
| Min length | 15 |
Characters and Unicode
| Total characters | 88552968 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MAN 2 - BRAND 1 |
|---|---|
| 2nd row | MAN 2 - BRAND 1 |
| 3rd row | MAN 2 - BRAND 2 |
| 4th row | MAN 4 - BRAND 1 |
| 5th row | MAN 4 - BRAND 1 |
Common Values
| Value | Count | Frequency (%) |
| OTHER MAN - OTHER BRANDS | 985817 | |
| MAN 3 - BRAND 3 | 580241 | |
| MAN 3 - BRAND 4 | 543439 | |
| MAN 6 - BRAND 1 | 432471 | |
| MAN 1 - BRAND 1 | 399553 | |
| MAN 2 - BRAND 1 | 330638 | 6.4% |
| MAN 2 - BRAND 2 | 297584 | 5.8% |
| MAN 2 - OTHER BRANDS | 262225 | 5.1% |
| MAN 4 - BRAND 1 | 220063 | 4.3% |
| MAN 3 - BRAND 1 | 213625 | 4.2% |
| Other values (11) | 862738 |
Length
| Value | Count | Frequency (%) |
| man | 5128394 | |
| 5128394 | ||
| brand | 3591636 | |
| other | 2522575 | |
| 3 | 2305746 | |
| 1 | 2178727 | |
| 2 | 1688372 | 6.6% |
| brands | 1536758 | 6.0% |
| 4 | 809477 | 3.2% |
| 6 | 432471 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 20513576 | ||
| A | 10256788 | |
| N | 10256788 | |
| R | 7650969 | 8.6% |
| - | 5128394 | 5.8% |
| D | 5128394 | 5.8% |
| B | 5128394 | 5.8% |
| M | 5128394 | 5.8% |
| T | 2522575 | 2.8% |
| O | 2522575 | 2.8% |
| Other values (9) | 14316121 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 55176785 | |
| Space Separator | 20513576 | 23.2% |
| Decimal Number | 7734213 | 8.7% |
| Dash Punctuation | 5128394 | 5.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 10256788 | |
| N | 10256788 | |
| R | 7650969 | |
| D | 5128394 | |
| B | 5128394 | |
| M | 5128394 | |
| T | 2522575 | 4.6% |
| O | 2522575 | 4.6% |
| E | 2522575 | 4.6% |
| H | 2522575 | 4.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2305746 | |
| 1 | 2178727 | |
| 2 | 1688372 | |
| 4 | 809477 | 10.5% |
| 6 | 432471 | 5.6% |
| 5 | 319420 | 4.1% |
Space Separator
| Value | Count | Frequency (%) |
| 20513576 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5128394 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55176785 | |
| Common | 33376183 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 10256788 | |
| N | 10256788 | |
| R | 7650969 | |
| D | 5128394 | |
| B | 5128394 | |
| M | 5128394 | |
| T | 2522575 | 4.6% |
| O | 2522575 | 4.6% |
| E | 2522575 | 4.6% |
| H | 2522575 | 4.6% |
Common
| Value | Count | Frequency (%) |
| 20513576 | ||
| - | 5128394 | 15.4% |
| 3 | 2305746 | 6.9% |
| 1 | 2178727 | 6.5% |
| 2 | 1688372 | 5.1% |
| 4 | 809477 | 2.4% |
| 6 | 432471 | 1.3% |
| 5 | 319420 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88552968 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 20513576 | ||
| A | 10256788 | |
| N | 10256788 | |
| R | 7650969 | 8.6% |
| - | 5128394 | 5.8% |
| D | 5128394 | 5.8% |
| B | 5128394 | 5.8% |
| M | 5128394 | 5.8% |
| T | 2522575 | 2.8% |
| O | 2522575 | 2.8% |
| Other values (9) | 14316121 |
PACKAGING
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| CRISTAL BOTTLE | |
|---|---|
| CAN | |
| PET | 26125 |
| OTHER | 17562 |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 9.0142665 |
| Min length | 3 |
Characters and Unicode
| Total characters | 46228710 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CAN |
|---|---|
| 2nd row | CRISTAL BOTTLE |
| 3rd row | CRISTAL BOTTLE |
| 4th row | CRISTAL BOTTLE |
| 5th row | CRISTAL BOTTLE |
Common Values
| Value | Count | Frequency (%) |
| CRISTAL BOTTLE | 2800764 | |
| CAN | 2283943 | |
| PET | 26125 | 0.5% |
| OTHER | 17562 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| cristal | 2800764 | |
| bottle | 2800764 | |
| can | 2283943 | |
| pet | 26125 | 0.3% |
| other | 17562 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 8445979 | |
| L | 5601528 | |
| C | 5084707 | |
| A | 5084707 | |
| E | 2844451 | 6.2% |
| R | 2818326 | 6.1% |
| O | 2818326 | 6.1% |
| I | 2800764 | 6.1% |
| S | 2800764 | 6.1% |
| 2800764 | 6.1% | |
| Other values (4) | 5128394 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 43427946 | |
| Space Separator | 2800764 | 6.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 8445979 | |
| L | 5601528 | |
| C | 5084707 | |
| A | 5084707 | |
| E | 2844451 | 6.5% |
| R | 2818326 | 6.5% |
| O | 2818326 | 6.5% |
| I | 2800764 | 6.4% |
| S | 2800764 | 6.4% |
| B | 2800764 | 6.4% |
| Other values (3) | 2327630 | 5.4% |
Space Separator
| Value | Count | Frequency (%) |
| 2800764 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43427946 | |
| Common | 2800764 | 6.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 8445979 | |
| L | 5601528 | |
| C | 5084707 | |
| A | 5084707 | |
| E | 2844451 | 6.5% |
| R | 2818326 | 6.5% |
| O | 2818326 | 6.5% |
| I | 2800764 | 6.4% |
| S | 2800764 | 6.4% |
| B | 2800764 | 6.4% |
| Other values (3) | 2327630 | 5.4% |
Common
| Value | Count | Frequency (%) |
| 2800764 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46228710 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 8445979 | |
| L | 5601528 | |
| C | 5084707 | |
| A | 5084707 | |
| E | 2844451 | 6.2% |
| R | 2818326 | 6.1% |
| O | 2818326 | 6.1% |
| I | 2800764 | 6.1% |
| S | 2800764 | 6.1% |
| 2800764 | 6.1% | |
| Other values (4) | 5128394 |
VOLUME
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 330ML | |
|---|---|
| 250ML | |
| 500ML | |
| 1000ML | 196210 |
| 355ML | 85973 |
| Other values (23) |
Length
| Max length | 35 |
|---|---|
| Median length | 35 |
| Mean length | 35 |
| Min length | 35 |
Characters and Unicode
| Total characters | 179493790 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 330ML |
|---|---|
| 2nd row | 330ML |
| 3rd row | 330ML |
| 4th row | 330ML |
| 5th row | 330ML |
Common Values
| Value | Count | Frequency (%) |
| 330ML | 3128367 | |
| 250ML | 847448 | 16.5% |
| 500ML | 544150 | 10.6% |
| 1000ML | 196210 | 3.8% |
| 355ML | 85973 | 1.7% |
| 750ML | 79527 | 1.6% |
| 375ML | 47077 | 0.9% |
| 200ML | 32212 | 0.6% |
| 440ML | 22555 | 0.4% |
| 568ML | 21856 | 0.4% |
| Other values (18) | 123019 | 2.4% |
Length
| Value | Count | Frequency (%) |
| 330ml | 3128367 | |
| 250ml | 847448 | 16.5% |
| 500ml | 544150 | 10.6% |
| 1000ml | 196210 | 3.8% |
| 355ml | 85973 | 1.7% |
| 750ml | 79527 | 1.6% |
| 375ml | 47077 | 0.9% |
| 200ml | 32212 | 0.6% |
| 440ml | 22555 | 0.4% |
| 568ml | 21856 | 0.4% |
| Other values (18) | 123019 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 153619173 | ||
| 3 | 6409479 | 3.6% |
| 0 | 6002856 | 3.3% |
| M | 5128394 | 2.9% |
| L | 5128394 | 2.9% |
| 5 | 1765157 | 1.0% |
| 2 | 906353 | 0.5% |
| 1 | 248546 | 0.1% |
| 7 | 129592 | 0.1% |
| 6 | 75074 | < 0.1% |
| Other values (3) | 80772 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 153619173 | |
| Decimal Number | 15617829 | 8.7% |
| Uppercase Letter | 10256788 | 5.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 6409479 | |
| 0 | 6002856 | |
| 5 | 1765157 | 11.3% |
| 2 | 906353 | 5.8% |
| 1 | 248546 | 1.6% |
| 7 | 129592 | 0.8% |
| 6 | 75074 | 0.5% |
| 4 | 51474 | 0.3% |
| 8 | 29006 | 0.2% |
| 9 | 292 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5128394 | |
| L | 5128394 |
Space Separator
| Value | Count | Frequency (%) |
| 153619173 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 169237002 | |
| Latin | 10256788 | 5.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 153619173 | ||
| 3 | 6409479 | 3.8% |
| 0 | 6002856 | 3.5% |
| 5 | 1765157 | 1.0% |
| 2 | 906353 | 0.5% |
| 1 | 248546 | 0.1% |
| 7 | 129592 | 0.1% |
| 6 | 75074 | < 0.1% |
| 4 | 51474 | < 0.1% |
| 8 | 29006 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| M | 5128394 | |
| L | 5128394 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179493790 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 153619173 | ||
| 3 | 6409479 | 3.6% |
| 0 | 6002856 | 3.3% |
| M | 5128394 | 2.9% |
| L | 5128394 | 2.9% |
| 5 | 1765157 | 1.0% |
| 2 | 906353 | 0.5% |
| 1 | 248546 | 0.1% |
| 7 | 129592 | 0.1% |
| 6 | 75074 | < 0.1% |
| Other values (3) | 80772 | < 0.1% |
UNITS
Categorical
IMBALANCE 
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 1CT | |
|---|---|
| 6CT | |
| 12CT | |
| 24CT | 109088 |
| 4CT | 73156 |
| Other values (10) | 170541 |
Length
| Max length | 35 |
|---|---|
| Median length | 35 |
| Mean length | 35 |
| Min length | 35 |
Characters and Unicode
| Total characters | 179493790 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1CT |
|---|---|
| 2nd row | 1CT |
| 3rd row | 6CT |
| 4th row | 6CT |
| 5th row | 6CT |
Common Values
| Value | Count | Frequency (%) |
| 1CT | 3547432 | |
| 6CT | 795273 | 15.5% |
| 12CT | 432904 | 8.4% |
| 24CT | 109088 | 2.1% |
| 4CT | 73156 | 1.4% |
| 8CT | 55648 | 1.1% |
| 28CT | 30143 | 0.6% |
| 10CT | 25685 | 0.5% |
| 9CT | 16085 | 0.3% |
| 3CT | 14465 | 0.3% |
| Other values (5) | 28515 | 0.6% |
Length
| Value | Count | Frequency (%) |
| 1ct | 3547432 | |
| 6ct | 795273 | 15.5% |
| 12ct | 432904 | 8.4% |
| 24ct | 109088 | 2.1% |
| 4ct | 73156 | 1.4% |
| 8ct | 55648 | 1.1% |
| 28ct | 30143 | 0.6% |
| 10ct | 25685 | 0.5% |
| 9ct | 16085 | 0.3% |
| 3ct | 14465 | 0.3% |
| Other values (5) | 28515 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 163492230 | ||
| C | 5128394 | 2.9% |
| T | 5128394 | 2.9% |
| 1 | 4018989 | 2.2% |
| 6 | 796215 | 0.4% |
| 2 | 580732 | 0.3% |
| 4 | 182244 | 0.1% |
| 8 | 97817 | 0.1% |
| 0 | 31275 | < 0.1% |
| 9 | 16085 | < 0.1% |
| Other values (2) | 21415 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 163492230 | |
| Uppercase Letter | 10256788 | 5.7% |
| Decimal Number | 5744772 | 3.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4018989 | |
| 6 | 796215 | 13.9% |
| 2 | 580732 | 10.1% |
| 4 | 182244 | 3.2% |
| 8 | 97817 | 1.7% |
| 0 | 31275 | 0.5% |
| 9 | 16085 | 0.3% |
| 3 | 14465 | 0.3% |
| 5 | 6950 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 5128394 | |
| T | 5128394 |
Space Separator
| Value | Count | Frequency (%) |
| 163492230 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 169237002 | |
| Latin | 10256788 | 5.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 163492230 | ||
| 1 | 4018989 | 2.4% |
| 6 | 796215 | 0.5% |
| 2 | 580732 | 0.3% |
| 4 | 182244 | 0.1% |
| 8 | 97817 | 0.1% |
| 0 | 31275 | < 0.1% |
| 9 | 16085 | < 0.1% |
| 3 | 14465 | < 0.1% |
| 5 | 6950 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| C | 5128394 | |
| T | 5128394 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179493790 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 163492230 | ||
| C | 5128394 | 2.9% |
| T | 5128394 | 2.9% |
| 1 | 4018989 | 2.2% |
| 6 | 796215 | 0.4% |
| 2 | 580732 | 0.3% |
| 4 | 182244 | 0.1% |
| 8 | 97817 | 0.1% |
| 0 | 31275 | < 0.1% |
| 9 | 16085 | < 0.1% |
| Other values (2) | 21415 | < 0.1% |
promocion_cabecera
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 | 150926 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4977468 | |
| 1 | 150926 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4977468 | |
| 1 | 150926 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4977468 | |
| 1 | 150926 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4977468 | |
| 1 | 150926 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4977468 | |
| 1 | 150926 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4977468 | |
| 1 | 150926 | 2.9% |
promocion_descuento
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3955689 | |
| 1 | 1172705 | 22.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3955689 | |
| 1 | 1172705 | 22.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3955689 | |
| 1 | 1172705 | 22.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3955689 | |
| 1 | 1172705 | 22.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3955689 | |
| 1 | 1172705 | 22.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3955689 | |
| 1 | 1172705 | 22.9% |
promocion_expositor
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 | 129971 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4998423 | |
| 1 | 129971 | 2.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4998423 | |
| 1 | 129971 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4998423 | |
| 1 | 129971 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4998423 | |
| 1 | 129971 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4998423 | |
| 1 | 129971 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4998423 | |
| 1 | 129971 | 2.5% |
promocion_extra_cantidad
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 | 7465 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5120929 | |
| 1 | 7465 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5120929 | |
| 1 | 7465 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5120929 | |
| 1 | 7465 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5120929 | |
| 1 | 7465 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5120929 | |
| 1 | 7465 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5120929 | |
| 1 | 7465 | 0.1% |
promocion_folleto
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 | 266901 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4861493 | |
| 1 | 266901 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4861493 | |
| 1 | 266901 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4861493 | |
| 1 | 266901 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4861493 | |
| 1 | 266901 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4861493 | |
| 1 | 266901 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4861493 | |
| 1 | 266901 | 5.2% |
promocion_isla
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 | 40722 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5087672 | |
| 1 | 40722 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5087672 | |
| 1 | 40722 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5087672 | |
| 1 | 40722 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5087672 | |
| 1 | 40722 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5087672 | |
| 1 | 40722 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5087672 | |
| 1 | 40722 | 0.8% |
promocion_multicompra
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 | 39188 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5089206 | |
| 1 | 39188 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5089206 | |
| 1 | 39188 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5089206 | |
| 1 | 39188 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5089206 | |
| 1 | 39188 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5089206 | |
| 1 | 39188 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5089206 | |
| 1 | 39188 | 0.8% |
promocion_regalo
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 0 | |
|---|---|
| 1 | 28874 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5099520 | |
| 1 | 28874 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5099520 | |
| 1 | 28874 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5099520 | |
| 1 | 28874 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5099520 | |
| 1 | 28874 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5099520 | |
| 1 | 28874 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5099520 | |
| 1 | 28874 | 0.6% |
| Distinct | 7534 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.3016219 |
| Min length | 1 |
Characters and Unicode
| Total characters | 22060412 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11,48 |
|---|---|
| 2nd row | 11,48 |
| 3rd row | 11,48 |
| 4th row | 11,48 |
| 5th row | 11,48 |
| Value | Count | Frequency (%) |
| 2,76 | 99182 | 1.9% |
| 2,74 | 67178 | 1.3% |
| 2,77 | 57527 | 1.1% |
| 2,78 | 53705 | 1.0% |
| 3,25 | 47395 | 0.9% |
| 2,83 | 46483 | 0.9% |
| 2,73 | 43998 | 0.9% |
| 2,71 | 42546 | 0.8% |
| 3,18 | 40182 | 0.8% |
| 2,25 | 38812 | 0.8% |
| Other values (7524) | 4591386 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 5067513 | |
| 2 | 2869905 | |
| 1 | 2616458 | |
| 3 | 2267998 | |
| 4 | 1590642 | 7.2% |
| 7 | 1579306 | 7.2% |
| 5 | 1512018 | 6.9% |
| 6 | 1316242 | 6.0% |
| 8 | 1316220 | 6.0% |
| 9 | 1181866 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 16992899 | |
| Other Punctuation | 5067513 | 23.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2869905 | |
| 1 | 2616458 | |
| 3 | 2267998 | |
| 4 | 1590642 | |
| 7 | 1579306 | |
| 5 | 1512018 | |
| 6 | 1316242 | |
| 8 | 1316220 | |
| 9 | 1181866 | |
| 0 | 742244 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5067513 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 22060412 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| , | 5067513 | |
| 2 | 2869905 | |
| 1 | 2616458 | |
| 3 | 2267998 | |
| 4 | 1590642 | 7.2% |
| 7 | 1579306 | 7.2% |
| 5 | 1512018 | 6.9% |
| 6 | 1316242 | 6.0% |
| 8 | 1316220 | 6.0% |
| 9 | 1181866 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22060412 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| , | 5067513 | |
| 2 | 2869905 | |
| 1 | 2616458 | |
| 3 | 2267998 | |
| 4 | 1590642 | 7.2% |
| 7 | 1579306 | 7.2% |
| 5 | 1512018 | 6.9% |
| 6 | 1316242 | 6.0% |
| 8 | 1316220 | 6.0% |
| 9 | 1181866 | 5.4% |
cod_canal
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5128394 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2619365 | |
| 2 | 2509029 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2619365 | |
| 2 | 2509029 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2619365 | |
| 2 | 2509029 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5128394 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2619365 | |
| 2 | 2509029 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5128394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2619365 | |
| 2 | 2509029 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5128394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2619365 | |
| 2 | 2509029 |
cod_provincia
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.55498 |
| Minimum | 1 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 17 |
| median | 37 |
| Q3 | 91 |
| 95-th percentile | 95 |
| Maximum | 95 |
| Range | 94 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 31.918183 |
|---|---|
| Coefficient of variation (CV) | 0.7328251 |
| Kurtosis | -1.0633644 |
| Mean | 43.55498 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.56897541 |
| Sum | 2.233671 × 108 |
| Variance | 1018.7704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 760358 | 14.8% |
| 91 | 533064 | 10.4% |
| 46 | 280369 | 5.5% |
| 29 | 184985 | 3.6% |
| 50 | 181904 | 3.5% |
| 41 | 177107 | 3.5% |
| 48 | 165783 | 3.2% |
| 3 | 163717 | 3.2% |
| 7 | 141135 | 2.8% |
| 33 | 140177 | 2.7% |
| Other values (40) | 2399795 |
| Value | Count | Frequency (%) |
| 1 | 34012 | 0.7% |
| 2 | 72694 | |
| 3 | 163717 | |
| 4 | 52169 | 1.0% |
| 5 | 10193 | 0.2% |
| 6 | 71342 | |
| 7 | 141135 | |
| 8 | 132377 | |
| 9 | 55444 | 1.1% |
| 10 | 75141 |
| Value | Count | Frequency (%) |
| 95 | 760358 | |
| 91 | 533064 | |
| 50 | 181904 | 3.5% |
| 49 | 9985 | 0.2% |
| 48 | 165783 | 3.2% |
| 47 | 118308 | 2.3% |
| 46 | 280369 | 5.5% |
| 45 | 35481 | 0.7% |
| 44 | 18638 | 0.4% |
| 43 | 130275 | 2.5% |
postal_code
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 403 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24589.853 |
| Minimum | 0 |
|---|---|
| Maximum | 50630 |
| Zeros | 4621 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3550 |
| Q1 | 9973 |
| median | 28003 |
| Q3 | 36210 |
| 95-th percentile | 48640 |
| Maximum | 50630 |
| Range | 50630 |
| Interquartile range (IQR) | 26237 |
Descriptive statistics
| Standard deviation | 14716.98 |
|---|---|
| Coefficient of variation (CV) | 0.59849808 |
| Kurtosis | -1.2211534 |
| Mean | 24589.853 |
| Median Absolute Deviation (MAD) | 15001 |
| Skewness | 0.17772523 |
| Sum | 1.2610646 × 1011 |
| Variance | 2.165895 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28220 | 58631 | 1.1% |
| 28013 | 57507 | 1.1% |
| 28043 | 56320 | 1.1% |
| 8940 | 53075 | 1.0% |
| 10001 | 50609 | 1.0% |
| 8028 | 50579 | 1.0% |
| 29004 | 50156 | 1.0% |
| 3550 | 48674 | 0.9% |
| 50008 | 43102 | 0.8% |
| 37005 | 43037 | 0.8% |
| Other values (393) | 4616704 |
| Value | Count | Frequency (%) |
| 0 | 4621 | 0.1% |
| 1008 | 22695 | |
| 1012 | 11317 | 0.2% |
| 2002 | 20615 | |
| 2003 | 4856 | 0.1% |
| 2005 | 14669 | |
| 2006 | 32554 | |
| 2484 | 6097 | 0.1% |
| 3013 | 10022 | 0.2% |
| 3176 | 19327 |
| Value | Count | Frequency (%) |
| 50630 | 3511 | 0.1% |
| 50300 | 14951 | 0.3% |
| 50018 | 34713 | |
| 50017 | 16218 | 0.3% |
| 50015 | 1354 | < 0.1% |
| 50014 | 3710 | 0.1% |
| 50009 | 11481 | 0.2% |
| 50008 | 43102 | |
| 50007 | 8226 | 0.2% |
| 50006 | 1777 | < 0.1% |
sales_surface_sqmeters
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 85 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5109.7552 |
| Minimum | 100 |
|---|---|
| Maximum | 17600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 400 |
| Q1 | 1100 |
| median | 2500 |
| Q3 | 10000 |
| 95-th percentile | 12900 |
| Maximum | 17600 |
| Range | 17500 |
| Interquartile range (IQR) | 8900 |
Descriptive statistics
| Standard deviation | 4718.8499 |
|---|---|
| Coefficient of variation (CV) | 0.92349823 |
| Kurtosis | -0.96939079 |
| Mean | 5109.7552 |
| Median Absolute Deviation (MAD) | 1900 |
| Skewness | 0.68220932 |
| Sum | 2.6204838 × 1010 |
| Variance | 22267545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 700 | 207022 | 4.0% |
| 1600 | 184325 | 3.6% |
| 800 | 163661 | 3.2% |
| 300 | 153071 | 3.0% |
| 900 | 142486 | 2.8% |
| 2000 | 140966 | 2.7% |
| 500 | 136976 | 2.7% |
| 1800 | 136514 | 2.7% |
| 2500 | 128949 | 2.5% |
| 2300 | 124072 | 2.4% |
| Other values (75) | 3610352 |
| Value | Count | Frequency (%) |
| 100 | 9571 | 0.2% |
| 200 | 86479 | |
| 300 | 153071 | |
| 400 | 111252 | |
| 500 | 136976 | |
| 600 | 100670 | |
| 700 | 207022 | |
| 800 | 163661 | |
| 900 | 142486 | |
| 1000 | 82950 |
| Value | Count | Frequency (%) |
| 17600 | 28222 | |
| 17100 | 30155 | |
| 16000 | 29883 | |
| 15900 | 33011 | |
| 13300 | 39734 | |
| 13200 | 29730 | |
| 13000 | 34536 | |
| 12900 | 59348 | |
| 12800 | 34266 | |
| 12500 | 31752 |
Canal
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| Supermercados | |
|---|---|
| Hipermercados |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 13 |
| Min length | 13 |
Characters and Unicode
| Total characters | 66669122 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Supermercados |
|---|---|
| 2nd row | Supermercados |
| 3rd row | Supermercados |
| 4th row | Supermercados |
| 5th row | Supermercados |
Common Values
| Value | Count | Frequency (%) |
| Supermercados | 2619365 | |
| Hipermercados | 2509029 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| supermercados | 2619365 | |
| hipermercados | 2509029 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| c | 5128394 | |
| a | 5128394 | |
| d | 5128394 | |
| o | 5128394 | |
| s | 5128394 | |
| S | 2619365 | 3.9% |
| Other values (3) | 7637423 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 61540728 | |
| Uppercase Letter | 5128394 | 7.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| c | 5128394 | |
| a | 5128394 | |
| d | 5128394 | |
| o | 5128394 | |
| s | 5128394 | |
| u | 2619365 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2619365 | |
| H | 2509029 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 66669122 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| c | 5128394 | |
| a | 5128394 | |
| d | 5128394 | |
| o | 5128394 | |
| s | 5128394 | |
| S | 2619365 | 3.9% |
| Other values (3) | 7637423 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66669122 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| c | 5128394 | |
| a | 5128394 | |
| d | 5128394 | |
| o | 5128394 | |
| s | 5128394 | |
| S | 2619365 | 3.9% |
| Other values (3) | 7637423 |
Channel
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| Supermarkets | |
|---|---|
| Hipermarkets |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Characters and Unicode
| Total characters | 61540728 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Supermarkets |
|---|---|
| 2nd row | Supermarkets |
| 3rd row | Supermarkets |
| 4th row | Supermarkets |
| 5th row | Supermarkets |
Common Values
| Value | Count | Frequency (%) |
| Supermarkets | 2619365 | |
| Hipermarkets | 2509029 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| supermarkets | 2619365 | |
| hipermarkets | 2509029 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| a | 5128394 | |
| k | 5128394 | |
| t | 5128394 | |
| s | 5128394 | |
| S | 2619365 | 4.3% |
| u | 2619365 | 4.3% |
| Other values (2) | 5018058 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 56412334 | |
| Uppercase Letter | 5128394 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| a | 5128394 | |
| k | 5128394 | |
| t | 5128394 | |
| s | 5128394 | |
| u | 2619365 | 4.6% |
| i | 2509029 | 4.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2619365 | |
| H | 2509029 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 61540728 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| a | 5128394 | |
| k | 5128394 | |
| t | 5128394 | |
| s | 5128394 | |
| S | 2619365 | 4.3% |
| u | 2619365 | 4.3% |
| Other values (2) | 5018058 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61540728 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10256788 | |
| r | 10256788 | |
| p | 5128394 | |
| m | 5128394 | |
| a | 5128394 | |
| k | 5128394 | |
| t | 5128394 | |
| s | 5128394 | |
| S | 2619365 | 4.3% |
| u | 2619365 | 4.3% |
| Other values (2) | 5018058 |
Provincia
Categorical
HIGH CORRELATION 
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| Area Metropolitana de Madrid | |
|---|---|
| Area Metropolitana de Barcelona | |
| Valencia | 280369 |
| Malaga | 184985 |
| Zaragoza | 181904 |
| Other values (45) |
Length
| Max length | 31 |
|---|---|
| Median length | 11 |
| Mean length | 13.018834 |
| Min length | 4 |
Characters and Unicode
| Total characters | 66765708 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | La Rioja |
|---|---|
| 2nd row | La Rioja |
| 3rd row | La Rioja |
| 4th row | La Rioja |
| 5th row | La Rioja |
Common Values
| Value | Count | Frequency (%) |
| Area Metropolitana de Madrid | 760358 | 14.8% |
| Area Metropolitana de Barcelona | 533064 | 10.4% |
| Valencia | 280369 | 5.5% |
| Malaga | 184985 | 3.6% |
| Zaragoza | 181904 | 3.5% |
| Sevilla | 177107 | 3.5% |
| Vizcaya | 165783 | 3.2% |
| Alicante | 163717 | 3.2% |
| Baleares | 141135 | 2.8% |
| Asturias | 140177 | 2.7% |
| Other values (40) | 2399795 |
Length
| Value | Count | Frequency (%) |
| area | 1293422 | |
| de | 1293422 | |
| metropolitana | 1293422 | |
| madrid | 820150 | 8.9% |
| barcelona | 665441 | 7.2% |
| valencia | 280369 | 3.0% |
| malaga | 184985 | 2.0% |
| zaragoza | 181904 | 2.0% |
| sevilla | 177107 | 1.9% |
| vizcaya | 165783 | 1.8% |
| Other values (43) | 2847535 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 12436620 | |
| e | 6387100 | |
| r | 5878662 | 8.8% |
| o | 4591486 | 6.9% |
| l | 4100034 | 6.1% |
| 4075146 | 6.1% | |
| i | 3927137 | 5.9% |
| d | 3765460 | 5.6% |
| t | 3214533 | 4.8% |
| n | 3145205 | 4.7% |
| Other values (29) | 15244325 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54780444 | |
| Uppercase Letter | 7910118 | 11.8% |
| Space Separator | 4075146 | 6.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 12436620 | |
| e | 6387100 | |
| r | 5878662 | |
| o | 4591486 | 8.4% |
| l | 4100034 | 7.5% |
| i | 3927137 | 7.2% |
| d | 3765460 | 6.9% |
| t | 3214533 | 5.9% |
| n | 3145205 | 5.7% |
| c | 1662989 | 3.0% |
| Other values (12) | 5671218 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2426519 | |
| A | 1766384 | |
| B | 933362 | 11.8% |
| C | 600004 | 7.6% |
| V | 564460 | 7.1% |
| G | 349417 | 4.4% |
| L | 255534 | 3.2% |
| S | 252473 | 3.2% |
| Z | 191889 | 2.4% |
| T | 184394 | 2.3% |
| Other values (6) | 385682 | 4.9% |
Space Separator
| Value | Count | Frequency (%) |
| 4075146 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 62690562 | |
| Common | 4075146 | 6.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 12436620 | |
| e | 6387100 | |
| r | 5878662 | |
| o | 4591486 | 7.3% |
| l | 4100034 | 6.5% |
| i | 3927137 | 6.3% |
| d | 3765460 | 6.0% |
| t | 3214533 | 5.1% |
| n | 3145205 | 5.0% |
| M | 2426519 | 3.9% |
| Other values (28) | 12817806 |
Common
| Value | Count | Frequency (%) |
| 4075146 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66668952 | |
| None | 96756 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 12436620 | |
| e | 6387100 | |
| r | 5878662 | 8.8% |
| o | 4591486 | 6.9% |
| l | 4100034 | 6.1% |
| 4075146 | 6.1% | |
| i | 3927137 | 5.9% |
| d | 3765460 | 5.6% |
| t | 3214533 | 4.8% |
| n | 3145205 | 4.7% |
| Other values (28) | 15147569 |
None
| Value | Count | Frequency (%) |
| ñ | 96756 |
Comunidad autónoma
Categorical
HIGH CORRELATION 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.1 MiB |
| Cataluña | |
|---|---|
| Madrid | |
| AndalucÃa | |
| Comunidad Valenciana | |
| Castilla y León | |
| Other values (11) |
Length
| Max length | 20 |
|---|---|
| Median length | 15 |
| Mean length | 10.054475 |
| Min length | 6 |
Characters and Unicode
| Total characters | 51563309 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | La Rioja |
|---|---|
| 2nd row | La Rioja |
| 3rd row | La Rioja |
| 4th row | La Rioja |
| 5th row | La Rioja |
Common Values
| Value | Count | Frequency (%) |
| Cataluña | 876786 | |
| Madrid | 820150 | |
| AndalucÃa | 741975 | |
| Comunidad Valenciana | 543869 | |
| Castilla y León | 357993 | |
| PaÃs Vasco | 336962 | 6.6% |
| Aragón | 230949 | 4.5% |
| Castilla-La Mancha | 220173 | 4.3% |
| Galicia | 200228 | 3.9% |
| Extremadura | 146483 | 2.9% |
| Other values (6) | 652826 |
Length
| Value | Count | Frequency (%) |
| cataluña | 876786 | |
| madrid | 820150 | |
| andalucÃa | 741975 | |
| comunidad | 543869 | 7.8% |
| valenciana | 543869 | 7.8% |
| castilla | 357993 | 5.1% |
| y | 357993 | 5.1% |
| león | 357993 | 5.1% |
| paÃs | 336962 | 4.8% |
| vasco | 336962 | 4.8% |
| Other values (12) | 1716362 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 11760615 | |
| l | 3660325 | 7.1% |
| d | 3616496 | 7.0% |
| i | 3301715 | 6.4% |
| n | 3284233 | 6.4% |
| u | 2577252 | 5.0% |
| c | 2171169 | 4.2% |
| C | 2100357 | 4.1% |
| r | 2047847 | 4.0% |
| 1862520 | 3.6% | |
| Other values (26) | 15180780 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42627522 | |
| Uppercase Letter | 6853094 | 13.3% |
| Space Separator | 1862520 | 3.6% |
| Dash Punctuation | 220173 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 11760615 | |
| l | 3660325 | 8.6% |
| d | 3616496 | 8.5% |
| i | 3301715 | 7.7% |
| n | 3284233 | 7.7% |
| u | 2577252 | 6.0% |
| c | 2171169 | 5.1% |
| r | 2047847 | 4.8% |
| t | 1843148 | 4.3% |
| s | 1673579 | 3.9% |
| Other values (13) | 6691143 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2100357 | |
| M | 1168285 | |
| A | 1113101 | |
| V | 880831 | |
| L | 623696 | 9.1% |
| P | 336962 | 4.9% |
| G | 200228 | 2.9% |
| E | 146483 | 2.1% |
| B | 141135 | 2.1% |
| N | 96486 | 1.4% |
Space Separator
| Value | Count | Frequency (%) |
| 1862520 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 220173 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 49480616 | |
| Common | 2082693 | 4.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 11760615 | |
| l | 3660325 | 7.4% |
| d | 3616496 | 7.3% |
| i | 3301715 | 6.7% |
| n | 3284233 | 6.6% |
| u | 2577252 | 5.2% |
| c | 2171169 | 4.4% |
| C | 2100357 | 4.2% |
| r | 2047847 | 4.1% |
| t | 1843148 | 3.7% |
| Other values (24) | 13117459 |
Common
| Value | Count | Frequency (%) |
| 1862520 | ||
| - | 220173 | 10.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49018644 | |
| None | 2544665 | 4.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 11760615 | |
| l | 3660325 | 7.5% |
| d | 3616496 | 7.4% |
| i | 3301715 | 6.7% |
| n | 3284233 | 6.7% |
| u | 2577252 | 5.3% |
| c | 2171169 | 4.4% |
| C | 2100357 | 4.3% |
| r | 2047847 | 4.2% |
| 1862520 | 3.8% | |
| Other values (23) | 12636115 |
None
| Value | Count | Frequency (%) |
| Ã | 1078937 | |
| ñ | 876786 | |
| ó | 588942 |
Lat
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.441079 |
| Minimum | 36.52988 |
|---|---|
| Maximum | 43.36846 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 36.52988 |
|---|---|
| 5-th percentile | 36.71847 |
| Q1 | 39.46894 |
| median | 40.44823 |
| Q3 | 41.65419 |
| 95-th percentile | 43.237467 |
| Maximum | 43.36846 |
| Range | 6.83858 |
| Interquartile range (IQR) | 2.18525 |
Descriptive statistics
| Standard deviation | 1.9437366 |
|---|---|
| Coefficient of variation (CV) | 0.048063419 |
| Kurtosis | -0.73377353 |
| Mean | 40.441079 |
| Median Absolute Deviation (MAD) | 1.2036 |
| Skewness | -0.39748953 |
| Sum | 2.0739779 × 108 |
| Variance | 3.7781118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.44823 | 760358 | 14.8% |
| 41.37591 | 533064 | 10.4% |
| 39.46894 | 280369 | 5.5% |
| 36.71847 | 184985 | 3.6% |
| 41.65183 | 181904 | 3.5% |
| 37.38788 | 177107 | 3.5% |
| 43.23746674 | 165783 | 3.2% |
| 38.3441 | 163717 | 3.2% |
| 39.57422795 | 141135 | 2.8% |
| 43.29208774 | 140177 | 2.7% |
| Other values (40) | 2399795 |
| Value | Count | Frequency (%) |
| 36.52988 | 121319 | |
| 36.71847 | 184985 | |
| 36.84191 | 52169 | 1.0% |
| 37.17054 | 95580 | |
| 37.25455 | 41450 | 0.8% |
| 37.38788 | 177107 | |
| 37.76908 | 23041 | 0.4% |
| 37.87064 | 46324 | 0.9% |
| 37.98308 | 127962 | |
| 38.3441 | 163717 |
| Value | Count | Frequency (%) |
| 43.36846 | 96756 | |
| 43.29208774 | 140177 | |
| 43.23746674 | 165783 | |
| 43.19721408 | 101536 | |
| 43.14362932 | 137167 | |
| 43.00951 | 26359 | 0.5% |
| 42.8346584 | 34012 | 0.7% |
| 42.66705063 | 96486 | |
| 42.59917 | 69636 | |
| 42.43246 | 49782 | 1.0% |
Lon
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.4353536 |
| Minimum | -8.65237 |
|---|---|
| Maximum | 2.9126485 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4110473 |
| Negative (%) | 80.2% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | -8.65237 |
|---|---|
| 5-th percentile | -6.97272 |
| Q1 | -4.41965 |
| median | -3.16446 |
| Q3 | -0.37686 |
| 95-th percentile | 2.17001 |
| Maximum | 2.9126485 |
| Range | 11.565018 |
| Interquartile range (IQR) | 4.04279 |
Descriptive statistics
| Standard deviation | 3.0101011 |
|---|---|
| Coefficient of variation (CV) | -1.2360016 |
| Kurtosis | -0.84806468 |
| Mean | -2.4353536 |
| Median Absolute Deviation (MAD) | 2.28332 |
| Skewness | 0.14861423 |
| Sum | -12489453 |
| Variance | 9.0607084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.71272 | 760358 | 14.8% |
| 2.14988 | 533064 | 10.4% |
| -0.37686 | 280369 | 5.5% |
| -4.41965 | 184985 | 3.6% |
| -0.88114 | 181904 | 3.5% |
| -6.00196 | 177107 | 3.5% |
| -2.852817223 | 165783 | 3.2% |
| -0.48043 | 163717 | 3.2% |
| 2.912648499 | 141135 | 2.8% |
| -5.993136553 | 140177 | 2.7% |
| Other values (40) | 2399795 |
| Value | Count | Frequency (%) |
| -8.65237 | 49782 | 1.0% |
| -8.4021 | 96756 | |
| -7.86627 | 27331 | 0.5% |
| -7.5694 | 26359 | 0.5% |
| -6.97272 | 71342 | |
| -6.94518 | 41450 | 0.8% |
| -6.36939 | 75141 | |
| -6.29027 | 121319 | |
| -6.00196 | 177107 | |
| -5.993136553 | 140177 |
| Value | Count | Frequency (%) |
| 2.912648499 | 141135 | 2.8% |
| 2.81873 | 63817 | 1.2% |
| 2.17001 | 132377 | 2.6% |
| 2.14988 | 533064 | |
| 1.25385 | 130275 | 2.5% |
| 0.62755 | 17253 | 0.3% |
| -0.04594 | 99783 | 1.9% |
| -0.37686 | 280369 | |
| -0.40919 | 30407 | 0.6% |
| -0.48043 | 163717 | 3.2% |
TEMP_MINIMA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1696 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.30611 |
| Minimum | -4.2428571 |
|---|---|
| Maximum | 25.942857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 107968 |
| Negative (%) | 2.1% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | -4.2428571 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 6.4285714 |
| median | 10.4 |
| Q3 | 16.514286 |
| 95-th percentile | 21.957143 |
| Maximum | 25.942857 |
| Range | 30.185714 |
| Interquartile range (IQR) | 10.085714 |
Descriptive statistics
| Standard deviation | 6.3467754 |
|---|---|
| Coefficient of variation (CV) | 0.56135801 |
| Kurtosis | -0.9296542 |
| Mean | 11.30611 |
| Median Absolute Deviation (MAD) | 4.9142857 |
| Skewness | 0.16129249 |
| Sum | 57982187 |
| Variance | 40.281558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.8 | 17756 | 0.3% |
| 9.142857143 | 17067 | 0.3% |
| 14.75714286 | 15958 | 0.3% |
| 10.11428571 | 15241 | 0.3% |
| 21.25714286 | 15226 | 0.3% |
| 16.8 | 15070 | 0.3% |
| 0.3285714286 | 14979 | 0.3% |
| 11.7 | 14928 | 0.3% |
| 7.785714286 | 14687 | 0.3% |
| 4.342857143 | 14647 | 0.3% |
| Other values (1686) | 4972835 |
| Value | Count | Frequency (%) |
| -4.242857143 | 50 | < 0.1% |
| -4.214285714 | 40 | < 0.1% |
| -3.871428571 | 35 | < 0.1% |
| -3.8 | 170 | < 0.1% |
| -3.685714286 | 107 | < 0.1% |
| -3.585714286 | 146 | < 0.1% |
| -3.5 | 54 | < 0.1% |
| -3.328571429 | 160 | < 0.1% |
| -3.3 | 1045 | |
| -3.271428571 | 177 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.94285714 | 1263 | < 0.1% |
| 25.08571429 | 486 | < 0.1% |
| 24.7 | 1974 | < 0.1% |
| 24.65714286 | 473 | < 0.1% |
| 24.52857143 | 1314 | < 0.1% |
| 24.48571429 | 2495 | |
| 24.45714286 | 934 | < 0.1% |
| 24.41428571 | 449 | < 0.1% |
| 24.3 | 5977 | |
| 24.22857143 | 206 | < 0.1% |
TEMP_MAXIMA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1908 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.710162 |
| Minimum | 1.9142857 |
|---|---|
| Maximum | 40.485714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 1.9142857 |
|---|---|
| 5-th percentile | 9.7142857 |
| Q1 | 14.042857 |
| median | 18.342857 |
| Q3 | 25.371429 |
| 95-th percentile | 33.057143 |
| Maximum | 40.485714 |
| Range | 38.571429 |
| Interquartile range (IQR) | 11.328571 |
Descriptive statistics
| Standard deviation | 7.2630143 |
|---|---|
| Coefficient of variation (CV) | 0.36849084 |
| Kurtosis | -0.69160452 |
| Mean | 19.710162 |
| Median Absolute Deviation (MAD) | 5.4571429 |
| Skewness | 0.42728603 |
| Sum | 1.0108148 × 108 |
| Variance | 52.751377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.32857143 | 18807 | 0.4% |
| 11.07142857 | 17437 | 0.3% |
| 9.928571429 | 16692 | 0.3% |
| 15.1 | 15246 | 0.3% |
| 15.78571429 | 15064 | 0.3% |
| 12 | 15057 | 0.3% |
| 15.11428571 | 14899 | 0.3% |
| 11.27142857 | 14732 | 0.3% |
| 33.58571429 | 14496 | 0.3% |
| 15.6 | 14295 | 0.3% |
| Other values (1898) | 4971669 |
| Value | Count | Frequency (%) |
| 1.914285714 | 50 | < 0.1% |
| 1.985714286 | 54 | < 0.1% |
| 3.057142857 | 120 | < 0.1% |
| 3.542857143 | 107 | < 0.1% |
| 3.657142857 | 317 | |
| 3.714285714 | 177 | < 0.1% |
| 3.757142857 | 35 | < 0.1% |
| 3.928571429 | 158 | < 0.1% |
| 3.985714286 | 125 | < 0.1% |
| 4 | 522 |
| Value | Count | Frequency (%) |
| 40.48571429 | 333 | < 0.1% |
| 40.05714286 | 206 | < 0.1% |
| 39.38571429 | 1513 | |
| 38.65714286 | 1509 | |
| 38.62857143 | 637 | < 0.1% |
| 38.44285714 | 331 | < 0.1% |
| 38.41428571 | 1550 | |
| 38.38571429 | 328 | < 0.1% |
| 38.37142857 | 327 | < 0.1% |
| 38.31428571 | 1611 |
TEMP_MEDIA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1812 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.250407 |
| Minimum | -1.1142857 |
|---|---|
| Maximum | 32.171429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 463 |
| Negative (%) | < 0.1% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | -1.1142857 |
|---|---|
| 5-th percentile | 5.4714286 |
| Q1 | 9.9428571 |
| median | 14.2 |
| Q3 | 20.542857 |
| 95-th percentile | 26.814286 |
| Maximum | 32.171429 |
| Range | 33.285714 |
| Interquartile range (IQR) | 10.6 |
Descriptive statistics
| Standard deviation | 6.7727328 |
|---|---|
| Coefficient of variation (CV) | 0.44410177 |
| Kurtosis | -0.89912829 |
| Mean | 15.250407 |
| Median Absolute Deviation (MAD) | 5.2428571 |
| Skewness | 0.26268868 |
| Sum | 78210095 |
| Variance | 45.869909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.02857143 | 30840 | 0.6% |
| 12.14285714 | 16387 | 0.3% |
| 10.55714286 | 16089 | 0.3% |
| 8.957142857 | 15967 | 0.3% |
| 6.928571429 | 15007 | 0.3% |
| 12.68571429 | 14924 | 0.3% |
| 12.12857143 | 14708 | 0.3% |
| 23.15714286 | 14514 | 0.3% |
| 10.57142857 | 13999 | 0.3% |
| 21.94285714 | 13996 | 0.3% |
| Other values (1802) | 4961963 |
| Value | Count | Frequency (%) |
| -1.114285714 | 50 | < 0.1% |
| -0.614285714 | 54 | < 0.1% |
| -0.571428571 | 107 | |
| -0.414285714 | 35 | < 0.1% |
| -0.1 | 177 | |
| -0.028571429 | 40 | < 0.1% |
| 0.1 | 137 | |
| 0.1285714286 | 120 | |
| 0.2428571429 | 158 | |
| 0.3142857143 | 125 |
| Value | Count | Frequency (%) |
| 32.17142857 | 333 | < 0.1% |
| 32.15714286 | 206 | < 0.1% |
| 30.92857143 | 314 | < 0.1% |
| 30.91428571 | 331 | < 0.1% |
| 30.8 | 1550 | |
| 30.7 | 621 | |
| 30.61428571 | 1416 | |
| 30.58571429 | 694 | |
| 30.55714286 | 205 | < 0.1% |
| 30.51428571 | 195 | < 0.1% |
PRECIPITACION
Real number (ℝ)
ZEROS 
| Distinct | 716 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8346999 |
| Minimum | 0 |
|---|---|
| Maximum | 36.828571 |
| Zeros | 592889 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 39.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 0.72857143 |
| Q3 | 2.4142857 |
| 95-th percentile | 7.4571429 |
| Maximum | 36.828571 |
| Range | 36.828571 |
| Interquartile range (IQR) | 2.3142857 |
Descriptive statistics
| Standard deviation | 2.739525 |
|---|---|
| Coefficient of variation (CV) | 1.4931733 |
| Kurtosis | 11.098656 |
| Mean | 1.8346999 |
| Median Absolute Deviation (MAD) | 0.71428571 |
| Skewness | 2.744634 |
| Sum | 9409064 |
| Variance | 7.5049972 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 592889 | 11.6% |
| 0.0142857143 | 163441 | 3.2% |
| 0.0285714286 | 163147 | 3.2% |
| 0.0428571429 | 99356 | 1.9% |
| 0.0714285714 | 88574 | 1.7% |
| 0.0571428571 | 70663 | 1.4% |
| 0.1285714286 | 69055 | 1.3% |
| 0.0857142857 | 63958 | 1.2% |
| 0.1 | 59313 | 1.2% |
| 0.1571428571 | 59260 | 1.2% |
| Other values (706) | 3698738 |
| Value | Count | Frequency (%) |
| 0 | 592889 | |
| 0.0142857143 | 163441 | 3.2% |
| 0.0285714286 | 163147 | 3.2% |
| 0.0428571429 | 99356 | 1.9% |
| 0.0571428571 | 70663 | 1.4% |
| 0.0714285714 | 88574 | 1.7% |
| 0.0857142857 | 63958 | 1.2% |
| 0.1 | 59313 | 1.2% |
| 0.1142857143 | 58775 | 1.1% |
| 0.1285714286 | 69055 | 1.3% |
| Value | Count | Frequency (%) |
| 36.82857143 | 490 | < 0.1% |
| 23.5 | 446 | < 0.1% |
| 22.92857143 | 264 | < 0.1% |
| 21.7 | 323 | < 0.1% |
| 21.6 | 1135 | |
| 21.22857143 | 818 | |
| 20.68571429 | 1630 | |
| 20.61428571 | 847 | |
| 19.9 | 404 | < 0.1% |
| 18.87142857 | 1672 |
national_holidays_2021
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True | 258367 |
| Value | Count | Frequency (%) |
| False | 4870027 | |
| True | 258367 | 5.0% |
regional_holidays_2021
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 4440046 | |
| True | 688348 | 13.4% |
local_holidays_2021
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 3826461 | |
| True | 1301933 | 25.4% |
national_holidays_2022
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True | 311968 |
| Value | Count | Frequency (%) |
| False | 4816426 | |
| True | 311968 | 6.1% |
regional_holidays_2022
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 4505969 | |
| True | 622425 | 12.1% |
local_holidays_2022
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 3470237 | |
| True | 1658157 |
national_holidays_2023
Boolean
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True | 135935 |
| Value | Count | Frequency (%) |
| False | 4992459 | |
| True | 135935 | 2.7% |
regional_holidays_2023
Boolean
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True | 402964 |
| Value | Count | Frequency (%) |
| False | 4725430 | |
| True | 402964 | 7.9% |
local_holidays_2023
Boolean
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 4582860 | |
| True | 545534 | 10.6% |
| Unnamed: 0 | cod_tienda | cod_semana | cod_producto | ventas_unidades | ventas_valor | ventas_volumen | precio_real_unidades | precio_real_volumen | precio_tarifa_unidades | precio_tarifa_volumen | cod_provincia | postal_code | sales_surface_sqmeters | Lat | Lon | TEMP_MINIMA | TEMP_MAXIMA | TEMP_MEDIA | PRECIPITACION | month | year | season | SEGMENT | MANUFACTURER | BRAND | PACKAGING | VOLUME | UNITS | promocion_cabecera | promocion_descuento | promocion_expositor | promocion_extra_cantidad | promocion_folleto | promocion_isla | promocion_multicompra | promocion_regalo | cod_canal | Canal | Channel | Provincia | Comunidad autónoma | national_holidays_2021 | regional_holidays_2021 | local_holidays_2021 | national_holidays_2022 | regional_holidays_2022 | local_holidays_2022 | national_holidays_2023 | regional_holidays_2023 | local_holidays_2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | 0.747 | 0.016 | 0.008 | 0.007 | 0.009 | 0.009 | 0.001 | 0.002 | 0.000 | 0.002 | -0.065 | -0.026 | 0.010 | 0.021 | 0.040 | -0.008 | -0.001 | -0.005 | -0.007 | 0.072 | 0.045 | 0.061 | 0.006 | 0.010 | 0.013 | 0.004 | 0.007 | 0.006 | 0.006 | 0.007 | 0.010 | 0.005 | 0.015 | 0.010 | 0.007 | 0.006 | 0.043 | 0.043 | 0.043 | 0.133 | 0.089 | 0.052 | 0.058 | 0.047 | 0.040 | 0.070 | 0.041 | 0.049 | 0.055 | 0.057 |
| cod_tienda | 0.747 | 1.000 | 0.001 | -0.001 | 0.011 | 0.017 | 0.013 | 0.007 | 0.003 | 0.007 | 0.003 | -0.051 | -0.017 | 0.085 | 0.014 | 0.052 | -0.009 | 0.003 | -0.004 | -0.011 | 0.006 | 0.017 | 0.008 | 0.017 | 0.034 | 0.036 | 0.021 | 0.018 | 0.019 | 0.020 | 0.021 | 0.019 | 0.008 | 0.030 | 0.019 | 0.021 | 0.020 | 0.214 | 0.214 | 0.214 | 0.409 | 0.235 | 0.005 | 0.010 | 0.013 | 0.002 | 0.005 | 0.010 | 0.006 | 0.014 | 0.017 |
| cod_semana | 0.016 | 0.001 | 1.000 | -0.010 | -0.021 | -0.014 | -0.018 | 0.011 | -0.006 | 0.009 | -0.006 | 0.005 | 0.013 | -0.014 | 0.001 | -0.010 | -0.172 | -0.156 | -0.170 | 0.041 | 0.572 | 0.974 | 0.773 | 0.015 | 0.011 | 0.024 | 0.011 | 0.036 | 0.016 | 0.013 | 0.040 | 0.028 | 0.012 | 0.095 | 0.010 | 0.014 | 0.030 | 0.019 | 0.019 | 0.019 | 0.028 | 0.009 | 0.391 | 0.655 | 0.877 | 0.356 | 0.630 | 0.828 | 0.345 | 0.671 | 0.766 |
| cod_producto | 0.008 | -0.001 | -0.010 | 1.000 | 0.164 | 0.045 | 0.216 | -0.228 | 0.078 | -0.233 | 0.078 | -0.038 | -0.009 | -0.127 | 0.009 | -0.005 | 0.012 | 0.009 | 0.011 | -0.003 | 0.007 | 0.019 | 0.009 | 0.738 | 0.323 | 0.484 | 0.195 | 0.260 | 0.172 | 0.060 | 0.050 | 0.051 | 0.046 | 0.041 | 0.046 | 0.027 | 0.051 | 0.132 | 0.132 | 0.132 | 0.050 | 0.042 | 0.007 | 0.017 | 0.022 | 0.003 | 0.006 | 0.011 | 0.008 | 0.014 | 0.019 |
| ventas_unidades | 0.007 | 0.011 | -0.021 | 0.164 | 1.000 | 0.796 | 0.811 | -0.437 | -0.200 | -0.419 | -0.200 | 0.019 | -0.023 | 0.036 | -0.021 | 0.049 | 0.045 | 0.050 | 0.049 | -0.028 | 0.003 | 0.000 | 0.003 | 0.008 | 0.014 | 0.011 | 0.007 | 0.001 | 0.002 | 0.019 | 0.019 | 0.012 | 0.000 | 0.026 | 0.000 | 0.050 | 0.000 | 0.012 | 0.012 | 0.012 | 0.008 | 0.004 | 0.000 | 0.000 | 0.002 | 0.002 | 0.000 | 0.001 | 0.003 | 0.000 | 0.002 |
| ventas_valor | 0.009 | 0.017 | -0.014 | 0.045 | 0.796 | 1.000 | 0.936 | 0.141 | 0.282 | 0.156 | 0.282 | 0.026 | -0.027 | 0.117 | -0.031 | 0.060 | 0.041 | 0.045 | 0.044 | -0.029 | 0.003 | 0.001 | 0.003 | 0.004 | 0.004 | 0.007 | 0.006 | 0.000 | 0.014 | 0.026 | 0.018 | 0.016 | 0.000 | 0.022 | 0.001 | 0.021 | 0.000 | 0.012 | 0.012 | 0.012 | 0.005 | 0.004 | 0.000 | 0.000 | 0.001 | 0.002 | 0.001 | 0.002 | 0.000 | 0.000 | 0.001 |
| ventas_volumen | 0.009 | 0.013 | -0.018 | 0.216 | 0.811 | 0.936 | 1.000 | 0.020 | 0.349 | 0.038 | 0.349 | -0.007 | -0.023 | 0.023 | -0.034 | 0.036 | 0.044 | 0.049 | 0.047 | -0.032 | 0.003 | 0.001 | 0.003 | 0.006 | 0.009 | 0.009 | 0.010 | 0.002 | 0.014 | 0.033 | 0.027 | 0.022 | 0.000 | 0.034 | 0.000 | 0.044 | 0.000 | 0.017 | 0.017 | 0.017 | 0.007 | 0.005 | 0.000 | 0.000 | 0.002 | 0.003 | 0.000 | 0.001 | 0.002 | 0.001 | 0.002 |
| precio_real_unidades | 0.001 | 0.007 | 0.011 | -0.228 | -0.437 | 0.141 | 0.020 | 1.000 | 0.773 | 0.990 | 0.773 | 0.014 | -0.004 | 0.131 | -0.010 | 0.017 | -0.012 | -0.013 | -0.013 | 0.002 | 0.005 | 0.006 | 0.005 | 0.026 | 0.017 | 0.049 | 0.338 | 0.462 | 0.056 | 0.000 | 0.023 | 0.003 | 0.000 | 0.007 | 0.002 | 0.005 | 0.036 | 0.029 | 0.029 | 0.029 | 0.008 | 0.006 | 0.000 | 0.002 | 0.002 | 0.003 | 0.004 | 0.007 | 0.003 | 0.006 | 0.010 |
| precio_real_volumen | 0.002 | 0.003 | -0.006 | 0.078 | -0.200 | 0.282 | 0.349 | 0.773 | 1.000 | 0.777 | 1.000 | -0.038 | -0.002 | -0.000 | -0.031 | -0.019 | 0.000 | 0.003 | 0.001 | -0.012 | 0.002 | 0.003 | 0.002 | 0.105 | 0.053 | 0.072 | 0.060 | 0.710 | 0.486 | 0.073 | 0.037 | 0.057 | 0.001 | 0.066 | 0.010 | 0.009 | 0.006 | 0.077 | 0.077 | 0.077 | 0.031 | 0.022 | 0.001 | 0.003 | 0.004 | 0.000 | 0.002 | 0.002 | 0.000 | 0.001 | 0.002 |
| precio_tarifa_unidades | 0.000 | 0.007 | 0.009 | -0.233 | -0.419 | 0.156 | 0.038 | 0.990 | 0.777 | 1.000 | 0.777 | 0.016 | -0.002 | 0.136 | -0.011 | 0.015 | -0.009 | -0.009 | -0.009 | 0.001 | 0.003 | 0.006 | 0.003 | 0.024 | 0.017 | 0.046 | 0.326 | 0.406 | 0.078 | 0.009 | 0.013 | 0.007 | 0.000 | 0.015 | 0.002 | 0.003 | 0.034 | 0.035 | 0.035 | 0.035 | 0.010 | 0.007 | 0.001 | 0.002 | 0.003 | 0.003 | 0.004 | 0.006 | 0.002 | 0.005 | 0.007 |
| precio_tarifa_volumen | 0.002 | 0.003 | -0.006 | 0.078 | -0.200 | 0.282 | 0.349 | 0.773 | 1.000 | 0.777 | 1.000 | -0.038 | -0.002 | -0.000 | -0.031 | -0.019 | 0.000 | 0.003 | 0.001 | -0.012 | 0.002 | 0.003 | 0.002 | 0.105 | 0.053 | 0.072 | 0.060 | 0.710 | 0.486 | 0.073 | 0.037 | 0.057 | 0.001 | 0.066 | 0.010 | 0.009 | 0.006 | 0.077 | 0.077 | 0.077 | 0.031 | 0.022 | 0.001 | 0.003 | 0.004 | 0.000 | 0.002 | 0.002 | 0.000 | 0.001 | 0.002 |
| cod_provincia | -0.065 | -0.051 | 0.005 | -0.038 | 0.019 | 0.026 | -0.007 | 0.014 | -0.038 | 0.016 | -0.038 | 1.000 | 0.433 | 0.058 | 0.208 | 0.043 | -0.100 | -0.027 | -0.061 | 0.014 | 0.005 | 0.013 | 0.005 | 0.029 | 0.062 | 0.088 | 0.030 | 0.027 | 0.026 | 0.020 | 0.020 | 0.020 | 0.011 | 0.013 | 0.019 | 0.029 | 0.019 | 0.054 | 0.054 | 0.054 | 1.000 | 0.700 | 0.005 | 0.012 | 0.014 | 0.003 | 0.005 | 0.009 | 0.003 | 0.006 | 0.007 |
| postal_code | -0.026 | -0.017 | 0.013 | -0.009 | -0.023 | -0.027 | -0.023 | -0.004 | -0.002 | -0.002 | -0.002 | 0.433 | 1.000 | 0.057 | 0.170 | -0.267 | -0.080 | -0.014 | -0.047 | 0.022 | 0.004 | 0.021 | 0.006 | 0.022 | 0.065 | 0.082 | 0.028 | 0.023 | 0.019 | 0.026 | 0.024 | 0.024 | 0.015 | 0.015 | 0.016 | 0.026 | 0.021 | 0.118 | 0.118 | 0.118 | 0.952 | 0.616 | 0.007 | 0.016 | 0.023 | 0.004 | 0.008 | 0.015 | 0.007 | 0.012 | 0.015 |
| sales_surface_sqmeters | 0.010 | 0.085 | -0.014 | -0.127 | 0.036 | 0.117 | 0.023 | 0.131 | -0.000 | 0.136 | -0.000 | 0.058 | 0.057 | 1.000 | -0.068 | -0.017 | 0.014 | 0.014 | 0.014 | -0.004 | 0.004 | 0.015 | 0.005 | 0.067 | 0.104 | 0.102 | 0.075 | 0.062 | 0.065 | 0.060 | 0.033 | 0.041 | 0.017 | 0.127 | 0.028 | 0.060 | 0.026 | 0.911 | 0.911 | 0.911 | 0.449 | 0.279 | 0.005 | 0.013 | 0.014 | 0.003 | 0.007 | 0.012 | 0.003 | 0.007 | 0.008 |
| Lat | 0.021 | 0.014 | 0.001 | 0.009 | -0.021 | -0.031 | -0.034 | -0.010 | -0.031 | -0.011 | -0.031 | 0.208 | 0.170 | -0.068 | 1.000 | 0.085 | -0.200 | -0.236 | -0.217 | 0.279 | 0.004 | 0.015 | 0.006 | 0.026 | 0.078 | 0.107 | 0.030 | 0.032 | 0.024 | 0.017 | 0.016 | 0.036 | 0.019 | 0.019 | 0.027 | 0.035 | 0.026 | 0.133 | 0.133 | 0.133 | 1.000 | 0.752 | 0.005 | 0.010 | 0.015 | 0.002 | 0.007 | 0.010 | 0.004 | 0.008 | 0.010 |
| Lon | 0.040 | 0.052 | -0.010 | -0.005 | 0.049 | 0.060 | 0.036 | 0.017 | -0.019 | 0.015 | -0.019 | 0.043 | -0.267 | -0.017 | 0.085 | 1.000 | 0.110 | 0.022 | 0.062 | 0.004 | 0.004 | 0.016 | 0.006 | 0.027 | 0.096 | 0.115 | 0.032 | 0.031 | 0.029 | 0.024 | 0.026 | 0.023 | 0.009 | 0.034 | 0.023 | 0.026 | 0.019 | 0.102 | 0.102 | 0.102 | 1.000 | 0.840 | 0.006 | 0.013 | 0.018 | 0.002 | 0.006 | 0.010 | 0.005 | 0.009 | 0.012 |
| TEMP_MINIMA | -0.008 | -0.009 | -0.172 | 0.012 | 0.045 | 0.041 | 0.044 | -0.012 | 0.000 | -0.009 | 0.000 | -0.100 | -0.080 | 0.014 | -0.200 | 0.110 | 1.000 | 0.925 | 0.979 | -0.305 | 0.370 | 0.238 | 0.506 | 0.007 | 0.020 | 0.025 | 0.010 | 0.010 | 0.011 | 0.004 | 0.029 | 0.032 | 0.005 | 0.040 | 0.014 | 0.012 | 0.023 | 0.020 | 0.020 | 0.020 | 0.211 | 0.189 | 0.054 | 0.088 | 0.284 | 0.103 | 0.148 | 0.200 | 0.177 | 0.280 | 0.325 |
| TEMP_MAXIMA | -0.001 | 0.003 | -0.156 | 0.009 | 0.050 | 0.045 | 0.049 | -0.013 | 0.003 | -0.009 | 0.003 | -0.027 | -0.014 | 0.014 | -0.236 | 0.022 | 0.925 | 1.000 | 0.980 | -0.468 | 0.361 | 0.251 | 0.508 | 0.009 | 0.024 | 0.029 | 0.011 | 0.012 | 0.011 | 0.005 | 0.036 | 0.032 | 0.004 | 0.049 | 0.014 | 0.012 | 0.019 | 0.026 | 0.026 | 0.026 | 0.230 | 0.199 | 0.071 | 0.100 | 0.271 | 0.075 | 0.162 | 0.257 | 0.172 | 0.296 | 0.336 |
| TEMP_MEDIA | -0.005 | -0.004 | -0.170 | 0.011 | 0.049 | 0.044 | 0.047 | -0.013 | 0.001 | -0.009 | 0.001 | -0.061 | -0.047 | 0.014 | -0.217 | 0.062 | 0.979 | 0.980 | 1.000 | -0.386 | 0.385 | 0.244 | 0.522 | 0.009 | 0.023 | 0.028 | 0.010 | 0.011 | 0.011 | 0.004 | 0.033 | 0.032 | 0.004 | 0.047 | 0.013 | 0.015 | 0.022 | 0.026 | 0.026 | 0.026 | 0.222 | 0.193 | 0.075 | 0.126 | 0.290 | 0.099 | 0.178 | 0.235 | 0.174 | 0.301 | 0.338 |
| PRECIPITACION | -0.007 | -0.011 | 0.041 | -0.003 | -0.028 | -0.029 | -0.032 | 0.002 | -0.012 | 0.001 | -0.012 | 0.014 | 0.022 | -0.004 | 0.279 | 0.004 | -0.305 | -0.468 | -0.386 | 1.000 | 0.098 | 0.144 | 0.104 | 0.004 | 0.012 | 0.014 | 0.006 | 0.004 | 0.006 | 0.002 | 0.007 | 0.009 | 0.001 | 0.011 | 0.004 | 0.003 | 0.002 | 0.020 | 0.020 | 0.020 | 0.153 | 0.132 | 0.030 | 0.042 | 0.103 | 0.064 | 0.070 | 0.114 | 0.166 | 0.174 | 0.128 |
| month | 0.072 | 0.006 | 0.572 | 0.007 | 0.003 | 0.003 | 0.003 | 0.005 | 0.002 | 0.003 | 0.002 | 0.005 | 0.004 | 0.004 | 0.004 | 0.004 | 0.370 | 0.361 | 0.385 | 0.098 | 1.000 | 0.355 | 1.000 | 0.008 | 0.007 | 0.009 | 0.009 | 0.014 | 0.012 | 0.009 | 0.053 | 0.029 | 0.006 | 0.075 | 0.007 | 0.043 | 0.032 | 0.007 | 0.007 | 0.007 | 0.009 | 0.004 | 0.289 | 0.315 | 0.435 | 0.288 | 0.400 | 0.315 | 0.277 | 0.341 | 0.388 |
| year | 0.045 | 0.017 | 0.974 | 0.019 | 0.000 | 0.001 | 0.001 | 0.006 | 0.003 | 0.006 | 0.003 | 0.013 | 0.021 | 0.015 | 0.015 | 0.016 | 0.238 | 0.251 | 0.244 | 0.144 | 0.355 | 1.000 | 0.259 | 0.023 | 0.013 | 0.043 | 0.007 | 0.058 | 0.022 | 0.002 | 0.005 | 0.008 | 0.011 | 0.056 | 0.004 | 0.003 | 0.010 | 0.017 | 0.017 | 0.017 | 0.053 | 0.015 | 0.260 | 0.444 | 0.658 | 0.144 | 0.407 | 0.608 | 0.307 | 0.646 | 0.723 |
| season | 0.061 | 0.008 | 0.773 | 0.009 | 0.003 | 0.003 | 0.003 | 0.005 | 0.002 | 0.003 | 0.002 | 0.005 | 0.006 | 0.005 | 0.006 | 0.006 | 0.506 | 0.508 | 0.522 | 0.104 | 1.000 | 0.259 | 1.000 | 0.011 | 0.008 | 0.013 | 0.006 | 0.021 | 0.016 | 0.005 | 0.037 | 0.022 | 0.005 | 0.054 | 0.006 | 0.018 | 0.020 | 0.003 | 0.003 | 0.003 | 0.014 | 0.006 | 0.180 | 0.219 | 0.384 | 0.237 | 0.231 | 0.293 | 0.092 | 0.251 | 0.299 |
| SEGMENT | 0.006 | 0.017 | 0.015 | 0.738 | 0.008 | 0.004 | 0.006 | 0.026 | 0.105 | 0.024 | 0.105 | 0.029 | 0.022 | 0.067 | 0.026 | 0.027 | 0.007 | 0.009 | 0.009 | 0.004 | 0.008 | 0.023 | 0.011 | 1.000 | 0.306 | 0.419 | 0.230 | 0.250 | 0.169 | 0.062 | 0.051 | 0.050 | 0.045 | 0.042 | 0.043 | 0.020 | 0.049 | 0.143 | 0.143 | 0.143 | 0.045 | 0.036 | 0.008 | 0.020 | 0.026 | 0.004 | 0.007 | 0.015 | 0.008 | 0.015 | 0.019 |
| MANUFACTURER | 0.010 | 0.034 | 0.011 | 0.323 | 0.014 | 0.004 | 0.009 | 0.017 | 0.053 | 0.017 | 0.053 | 0.062 | 0.065 | 0.104 | 0.078 | 0.096 | 0.020 | 0.024 | 0.023 | 0.012 | 0.007 | 0.013 | 0.008 | 0.306 | 1.000 | 1.000 | 0.209 | 0.265 | 0.198 | 0.080 | 0.114 | 0.052 | 0.071 | 0.046 | 0.040 | 0.030 | 0.045 | 0.183 | 0.183 | 0.183 | 0.124 | 0.111 | 0.004 | 0.011 | 0.011 | 0.002 | 0.007 | 0.011 | 0.005 | 0.010 | 0.012 |
| BRAND | 0.013 | 0.036 | 0.024 | 0.484 | 0.011 | 0.007 | 0.009 | 0.049 | 0.072 | 0.046 | 0.072 | 0.088 | 0.082 | 0.102 | 0.107 | 0.115 | 0.025 | 0.029 | 0.028 | 0.014 | 0.009 | 0.043 | 0.013 | 0.419 | 1.000 | 1.000 | 0.256 | 0.270 | 0.171 | 0.105 | 0.139 | 0.058 | 0.077 | 0.066 | 0.076 | 0.037 | 0.069 | 0.212 | 0.212 | 0.212 | 0.102 | 0.108 | 0.016 | 0.030 | 0.040 | 0.006 | 0.008 | 0.017 | 0.017 | 0.031 | 0.038 |
| PACKAGING | 0.004 | 0.021 | 0.011 | 0.195 | 0.007 | 0.006 | 0.010 | 0.338 | 0.060 | 0.326 | 0.060 | 0.030 | 0.028 | 0.075 | 0.030 | 0.032 | 0.010 | 0.011 | 0.010 | 0.006 | 0.009 | 0.007 | 0.006 | 0.230 | 0.209 | 0.256 | 1.000 | 0.694 | 0.236 | 0.050 | 0.092 | 0.045 | 0.013 | 0.070 | 0.010 | 0.061 | 0.043 | 0.095 | 0.095 | 0.095 | 0.059 | 0.039 | 0.000 | 0.009 | 0.011 | 0.003 | 0.005 | 0.008 | 0.003 | 0.003 | 0.005 |
| VOLUME | 0.007 | 0.018 | 0.036 | 0.260 | 0.001 | 0.000 | 0.002 | 0.462 | 0.710 | 0.406 | 0.710 | 0.027 | 0.023 | 0.062 | 0.032 | 0.031 | 0.010 | 0.012 | 0.011 | 0.004 | 0.014 | 0.058 | 0.021 | 0.250 | 0.265 | 0.270 | 0.694 | 1.000 | 0.256 | 0.031 | 0.078 | 0.023 | 0.083 | 0.066 | 0.035 | 0.056 | 0.039 | 0.134 | 0.134 | 0.134 | 0.028 | 0.030 | 0.018 | 0.057 | 0.067 | 0.013 | 0.022 | 0.042 | 0.015 | 0.027 | 0.033 |
| UNITS | 0.006 | 0.019 | 0.016 | 0.172 | 0.002 | 0.014 | 0.014 | 0.056 | 0.486 | 0.078 | 0.486 | 0.026 | 0.019 | 0.065 | 0.024 | 0.029 | 0.011 | 0.011 | 0.011 | 0.006 | 0.012 | 0.022 | 0.016 | 0.169 | 0.198 | 0.171 | 0.236 | 0.256 | 1.000 | 0.129 | 0.100 | 0.094 | 0.129 | 0.118 | 0.029 | 0.046 | 0.259 | 0.160 | 0.160 | 0.160 | 0.042 | 0.029 | 0.007 | 0.015 | 0.019 | 0.003 | 0.010 | 0.020 | 0.006 | 0.011 | 0.013 |
| promocion_cabecera | 0.006 | 0.020 | 0.013 | 0.060 | 0.019 | 0.026 | 0.033 | 0.000 | 0.073 | 0.009 | 0.073 | 0.020 | 0.026 | 0.060 | 0.017 | 0.024 | 0.004 | 0.005 | 0.004 | 0.002 | 0.009 | 0.002 | 0.005 | 0.062 | 0.080 | 0.105 | 0.050 | 0.031 | 0.129 | 1.000 | 0.135 | 0.026 | 0.018 | 0.139 | 0.015 | 0.107 | 0.037 | 0.050 | 0.050 | 0.050 | 0.047 | 0.030 | 0.001 | 0.003 | 0.003 | 0.001 | 0.001 | 0.004 | 0.000 | 0.001 | 0.002 |
| promocion_descuento | 0.007 | 0.021 | 0.040 | 0.050 | 0.019 | 0.018 | 0.027 | 0.023 | 0.037 | 0.013 | 0.037 | 0.020 | 0.024 | 0.033 | 0.016 | 0.026 | 0.029 | 0.036 | 0.033 | 0.007 | 0.053 | 0.005 | 0.037 | 0.051 | 0.114 | 0.139 | 0.092 | 0.078 | 0.100 | 0.135 | 1.000 | 0.097 | 0.026 | 0.292 | 0.032 | 0.110 | 0.003 | 0.009 | 0.009 | 0.009 | 0.056 | 0.033 | 0.008 | 0.017 | 0.018 | 0.008 | 0.002 | 0.002 | 0.005 | 0.002 | 0.011 |
| promocion_expositor | 0.010 | 0.019 | 0.028 | 0.051 | 0.012 | 0.016 | 0.022 | 0.003 | 0.057 | 0.007 | 0.057 | 0.020 | 0.024 | 0.041 | 0.036 | 0.023 | 0.032 | 0.032 | 0.032 | 0.009 | 0.029 | 0.008 | 0.022 | 0.050 | 0.052 | 0.058 | 0.045 | 0.023 | 0.094 | 0.026 | 0.097 | 1.000 | 0.010 | 0.033 | 0.014 | 0.108 | 0.025 | 0.043 | 0.043 | 0.043 | 0.060 | 0.042 | 0.001 | 0.006 | 0.013 | 0.003 | 0.002 | 0.003 | 0.002 | 0.003 | 0.007 |
| promocion_extra_cantidad | 0.005 | 0.008 | 0.012 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.001 | 0.011 | 0.015 | 0.017 | 0.019 | 0.009 | 0.005 | 0.004 | 0.004 | 0.001 | 0.006 | 0.011 | 0.005 | 0.045 | 0.071 | 0.077 | 0.013 | 0.083 | 0.129 | 0.018 | 0.026 | 0.010 | 1.000 | 0.007 | 0.009 | 0.002 | 0.010 | 0.005 | 0.005 | 0.005 | 0.032 | 0.018 | 0.003 | 0.005 | 0.006 | 0.002 | 0.004 | 0.007 | 0.000 | 0.002 | 0.000 |
| promocion_folleto | 0.015 | 0.030 | 0.095 | 0.041 | 0.026 | 0.022 | 0.034 | 0.007 | 0.066 | 0.015 | 0.066 | 0.013 | 0.015 | 0.127 | 0.019 | 0.034 | 0.040 | 0.049 | 0.047 | 0.011 | 0.075 | 0.056 | 0.054 | 0.042 | 0.046 | 0.066 | 0.070 | 0.066 | 0.118 | 0.139 | 0.292 | 0.033 | 0.007 | 1.000 | 0.020 | 0.115 | 0.006 | 0.112 | 0.112 | 0.112 | 0.070 | 0.041 | 0.012 | 0.015 | 0.002 | 0.007 | 0.018 | 0.043 | 0.021 | 0.030 | 0.041 |
| promocion_isla | 0.010 | 0.019 | 0.010 | 0.046 | 0.000 | 0.001 | 0.000 | 0.002 | 0.010 | 0.002 | 0.010 | 0.019 | 0.016 | 0.028 | 0.027 | 0.023 | 0.014 | 0.014 | 0.013 | 0.004 | 0.007 | 0.004 | 0.006 | 0.043 | 0.040 | 0.076 | 0.010 | 0.035 | 0.029 | 0.015 | 0.032 | 0.014 | 0.009 | 0.020 | 1.000 | 0.012 | 0.015 | 0.014 | 0.014 | 0.014 | 0.056 | 0.045 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.003 | 0.003 |
| promocion_multicompra | 0.007 | 0.021 | 0.014 | 0.027 | 0.050 | 0.021 | 0.044 | 0.005 | 0.009 | 0.003 | 0.009 | 0.029 | 0.026 | 0.060 | 0.035 | 0.026 | 0.012 | 0.012 | 0.015 | 0.003 | 0.043 | 0.003 | 0.018 | 0.020 | 0.030 | 0.037 | 0.061 | 0.056 | 0.046 | 0.107 | 0.110 | 0.108 | 0.002 | 0.115 | 0.012 | 1.000 | 0.002 | 0.050 | 0.050 | 0.050 | 0.062 | 0.040 | 0.000 | 0.002 | 0.007 | 0.007 | 0.006 | 0.001 | 0.003 | 0.004 | 0.002 |
| promocion_regalo | 0.006 | 0.020 | 0.030 | 0.051 | 0.000 | 0.000 | 0.000 | 0.036 | 0.006 | 0.034 | 0.006 | 0.019 | 0.021 | 0.026 | 0.026 | 0.019 | 0.023 | 0.019 | 0.022 | 0.002 | 0.032 | 0.010 | 0.020 | 0.049 | 0.045 | 0.069 | 0.043 | 0.039 | 0.259 | 0.037 | 0.003 | 0.025 | 0.010 | 0.006 | 0.015 | 0.002 | 1.000 | 0.012 | 0.012 | 0.012 | 0.053 | 0.035 | 0.005 | 0.009 | 0.016 | 0.002 | 0.006 | 0.005 | 0.004 | 0.002 | 0.002 |
| cod_canal | 0.043 | 0.214 | 0.019 | 0.132 | 0.012 | 0.012 | 0.017 | 0.029 | 0.077 | 0.035 | 0.077 | 0.054 | 0.118 | 0.911 | 0.133 | 0.102 | 0.020 | 0.026 | 0.026 | 0.020 | 0.007 | 0.017 | 0.003 | 0.143 | 0.183 | 0.212 | 0.095 | 0.134 | 0.160 | 0.050 | 0.009 | 0.043 | 0.005 | 0.112 | 0.014 | 0.050 | 0.012 | 1.000 | 1.000 | 1.000 | 0.329 | 0.185 | 0.004 | 0.010 | 0.012 | 0.002 | 0.005 | 0.009 | 0.001 | 0.005 | 0.005 |
| Canal | 0.043 | 0.214 | 0.019 | 0.132 | 0.012 | 0.012 | 0.017 | 0.029 | 0.077 | 0.035 | 0.077 | 0.054 | 0.118 | 0.911 | 0.133 | 0.102 | 0.020 | 0.026 | 0.026 | 0.020 | 0.007 | 0.017 | 0.003 | 0.143 | 0.183 | 0.212 | 0.095 | 0.134 | 0.160 | 0.050 | 0.009 | 0.043 | 0.005 | 0.112 | 0.014 | 0.050 | 0.012 | 1.000 | 1.000 | 1.000 | 0.329 | 0.185 | 0.004 | 0.010 | 0.012 | 0.002 | 0.005 | 0.009 | 0.001 | 0.005 | 0.005 |
| Channel | 0.043 | 0.214 | 0.019 | 0.132 | 0.012 | 0.012 | 0.017 | 0.029 | 0.077 | 0.035 | 0.077 | 0.054 | 0.118 | 0.911 | 0.133 | 0.102 | 0.020 | 0.026 | 0.026 | 0.020 | 0.007 | 0.017 | 0.003 | 0.143 | 0.183 | 0.212 | 0.095 | 0.134 | 0.160 | 0.050 | 0.009 | 0.043 | 0.005 | 0.112 | 0.014 | 0.050 | 0.012 | 1.000 | 1.000 | 1.000 | 0.329 | 0.185 | 0.004 | 0.010 | 0.012 | 0.002 | 0.005 | 0.009 | 0.001 | 0.005 | 0.005 |
| Provincia | 0.133 | 0.409 | 0.028 | 0.050 | 0.008 | 0.005 | 0.007 | 0.008 | 0.031 | 0.010 | 0.031 | 1.000 | 0.952 | 0.449 | 1.000 | 1.000 | 0.211 | 0.230 | 0.222 | 0.153 | 0.009 | 0.053 | 0.014 | 0.045 | 0.124 | 0.102 | 0.059 | 0.028 | 0.042 | 0.047 | 0.056 | 0.060 | 0.032 | 0.070 | 0.056 | 0.062 | 0.053 | 0.329 | 0.329 | 0.329 | 1.000 | 1.000 | 0.019 | 0.039 | 0.055 | 0.009 | 0.020 | 0.034 | 0.015 | 0.026 | 0.032 |
| Comunidad autónoma | 0.089 | 0.235 | 0.009 | 0.042 | 0.004 | 0.004 | 0.005 | 0.006 | 0.022 | 0.007 | 0.022 | 0.700 | 0.616 | 0.279 | 0.752 | 0.840 | 0.189 | 0.199 | 0.193 | 0.132 | 0.004 | 0.015 | 0.006 | 0.036 | 0.111 | 0.108 | 0.039 | 0.030 | 0.029 | 0.030 | 0.033 | 0.042 | 0.018 | 0.041 | 0.045 | 0.040 | 0.035 | 0.185 | 0.185 | 0.185 | 1.000 | 1.000 | 0.006 | 0.012 | 0.015 | 0.002 | 0.007 | 0.011 | 0.006 | 0.010 | 0.012 |
| national_holidays_2021 | 0.052 | 0.005 | 0.391 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.001 | 0.001 | 0.005 | 0.007 | 0.005 | 0.005 | 0.006 | 0.054 | 0.071 | 0.075 | 0.030 | 0.289 | 0.260 | 0.180 | 0.008 | 0.004 | 0.016 | 0.000 | 0.018 | 0.007 | 0.001 | 0.008 | 0.001 | 0.003 | 0.012 | 0.000 | 0.000 | 0.005 | 0.004 | 0.004 | 0.004 | 0.019 | 0.006 | 1.000 | 0.129 | 0.042 | 0.059 | 0.086 | 0.159 | 0.038 | 0.067 | 0.079 |
| regional_holidays_2021 | 0.058 | 0.010 | 0.655 | 0.017 | 0.000 | 0.000 | 0.000 | 0.002 | 0.003 | 0.002 | 0.003 | 0.012 | 0.016 | 0.013 | 0.010 | 0.013 | 0.088 | 0.100 | 0.126 | 0.042 | 0.315 | 0.444 | 0.219 | 0.020 | 0.011 | 0.030 | 0.009 | 0.057 | 0.015 | 0.003 | 0.017 | 0.006 | 0.005 | 0.015 | 0.002 | 0.002 | 0.009 | 0.010 | 0.010 | 0.010 | 0.039 | 0.012 | 0.129 | 1.000 | 0.509 | 0.100 | 0.146 | 0.272 | 0.065 | 0.115 | 0.136 |
| local_holidays_2021 | 0.047 | 0.013 | 0.877 | 0.022 | 0.002 | 0.001 | 0.002 | 0.002 | 0.004 | 0.003 | 0.004 | 0.014 | 0.023 | 0.014 | 0.015 | 0.018 | 0.284 | 0.271 | 0.290 | 0.103 | 0.435 | 0.658 | 0.384 | 0.026 | 0.011 | 0.040 | 0.011 | 0.067 | 0.019 | 0.003 | 0.018 | 0.013 | 0.006 | 0.002 | 0.000 | 0.007 | 0.016 | 0.012 | 0.012 | 0.012 | 0.055 | 0.015 | 0.042 | 0.509 | 1.000 | 0.148 | 0.217 | 0.403 | 0.096 | 0.170 | 0.201 |
| national_holidays_2022 | 0.040 | 0.002 | 0.356 | 0.003 | 0.002 | 0.002 | 0.003 | 0.003 | 0.000 | 0.003 | 0.000 | 0.003 | 0.004 | 0.003 | 0.002 | 0.002 | 0.103 | 0.075 | 0.099 | 0.064 | 0.288 | 0.144 | 0.237 | 0.004 | 0.002 | 0.006 | 0.003 | 0.013 | 0.003 | 0.001 | 0.008 | 0.003 | 0.002 | 0.007 | 0.000 | 0.007 | 0.002 | 0.002 | 0.002 | 0.002 | 0.009 | 0.002 | 0.059 | 0.100 | 0.148 | 1.000 | 0.015 | 0.017 | 0.042 | 0.074 | 0.088 |
| regional_holidays_2022 | 0.070 | 0.005 | 0.630 | 0.006 | 0.000 | 0.001 | 0.000 | 0.004 | 0.002 | 0.004 | 0.002 | 0.005 | 0.008 | 0.007 | 0.007 | 0.006 | 0.148 | 0.162 | 0.178 | 0.070 | 0.400 | 0.407 | 0.231 | 0.007 | 0.007 | 0.008 | 0.005 | 0.022 | 0.010 | 0.001 | 0.002 | 0.002 | 0.004 | 0.018 | 0.000 | 0.006 | 0.006 | 0.005 | 0.005 | 0.005 | 0.020 | 0.007 | 0.086 | 0.146 | 0.217 | 0.015 | 1.000 | 0.425 | 0.061 | 0.109 | 0.128 |
| local_holidays_2022 | 0.041 | 0.010 | 0.828 | 0.011 | 0.001 | 0.002 | 0.001 | 0.007 | 0.002 | 0.006 | 0.002 | 0.009 | 0.015 | 0.012 | 0.010 | 0.010 | 0.200 | 0.257 | 0.235 | 0.114 | 0.315 | 0.608 | 0.293 | 0.015 | 0.011 | 0.017 | 0.008 | 0.042 | 0.020 | 0.004 | 0.002 | 0.003 | 0.007 | 0.043 | 0.000 | 0.001 | 0.005 | 0.009 | 0.009 | 0.009 | 0.034 | 0.011 | 0.159 | 0.272 | 0.403 | 0.017 | 0.425 | 1.000 | 0.114 | 0.202 | 0.238 |
| national_holidays_2023 | 0.049 | 0.006 | 0.345 | 0.008 | 0.003 | 0.000 | 0.002 | 0.003 | 0.000 | 0.002 | 0.000 | 0.003 | 0.007 | 0.003 | 0.004 | 0.005 | 0.177 | 0.172 | 0.174 | 0.166 | 0.277 | 0.307 | 0.092 | 0.008 | 0.005 | 0.017 | 0.003 | 0.015 | 0.006 | 0.000 | 0.005 | 0.002 | 0.000 | 0.021 | 0.001 | 0.003 | 0.004 | 0.001 | 0.001 | 0.001 | 0.015 | 0.006 | 0.038 | 0.065 | 0.096 | 0.042 | 0.061 | 0.114 | 1.000 | 0.565 | 0.122 |
| regional_holidays_2023 | 0.055 | 0.014 | 0.671 | 0.014 | 0.000 | 0.000 | 0.001 | 0.006 | 0.001 | 0.005 | 0.001 | 0.006 | 0.012 | 0.007 | 0.008 | 0.009 | 0.280 | 0.296 | 0.301 | 0.174 | 0.341 | 0.646 | 0.251 | 0.015 | 0.010 | 0.031 | 0.003 | 0.027 | 0.011 | 0.001 | 0.002 | 0.003 | 0.002 | 0.030 | 0.003 | 0.004 | 0.002 | 0.005 | 0.005 | 0.005 | 0.026 | 0.010 | 0.067 | 0.115 | 0.170 | 0.074 | 0.109 | 0.202 | 0.565 | 1.000 | 0.531 |
| local_holidays_2023 | 0.057 | 0.017 | 0.766 | 0.019 | 0.002 | 0.001 | 0.002 | 0.010 | 0.002 | 0.007 | 0.002 | 0.007 | 0.015 | 0.008 | 0.010 | 0.012 | 0.325 | 0.336 | 0.338 | 0.128 | 0.388 | 0.723 | 0.299 | 0.019 | 0.012 | 0.038 | 0.005 | 0.033 | 0.013 | 0.002 | 0.011 | 0.007 | 0.000 | 0.041 | 0.003 | 0.002 | 0.002 | 0.005 | 0.005 | 0.005 | 0.032 | 0.012 | 0.079 | 0.136 | 0.201 | 0.088 | 0.128 | 0.238 | 0.122 | 0.531 | 1.000 |
| Unnamed: 0 | cod_tienda | cod_semana | cod_producto | ventas_unidades | ventas_valor | ventas_volumen | numero_referencias | precio_real_unidades | precio_real_volumen | precio_tarifa_unidades | precio_tarifa_volumen | month | year | season | CATEGORY | SEGMENT | MANUFACTURER | BRAND | PACKAGING | VOLUME | UNITS | promocion_cabecera | promocion_descuento | promocion_expositor | promocion_extra_cantidad | promocion_folleto | promocion_isla | promocion_multicompra | promocion_regalo | factor_extrapolacion | cod_canal | cod_provincia | postal_code | sales_surface_sqmeters | Canal | Channel | Provincia | Comunidad autónoma | Lat | Lon | TEMP_MINIMA | TEMP_MAXIMA | TEMP_MEDIA | PRECIPITACION | national_holidays_2021 | regional_holidays_2021 | local_holidays_2021 | national_holidays_2022 | regional_holidays_2022 | local_holidays_2022 | national_holidays_2023 | regional_holidays_2023 | local_holidays_2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 243 | 42 | 236 | 30 | 19.50 | 10 | 1 | 0.65 | 0.33 | 0.65 | 0.33 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 2 | MAN 2 - BRAND 1 | CAN | 330ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 1 | 1 | 243 | 42 | 239 | 2 | 1.82 | 1 | 1 | 0.91 | 0.33 | 0.91 | 0.33 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 2 | MAN 2 - BRAND 1 | CRISTAL BOTTLE | 330ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 2 | 2 | 243 | 42 | 247 | 2 | 10.32 | 4 | 1 | 5.16 | 1.98 | 5.16 | 1.98 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 2 | MAN 2 - BRAND 2 | CRISTAL BOTTLE | 330ML | 6CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 3 | 3 | 243 | 42 | 258 | 3 | 14.97 | 6 | 1 | 4.99 | 1.98 | 4.99 | 1.98 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 4 | MAN 4 - BRAND 1 | CRISTAL BOTTLE | 330ML | 6CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 4 | 4 | 243 | 42 | 264 | 2 | 10.88 | 4 | 1 | 5.44 | 1.98 | 5.44 | 1.98 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 4 | MAN 4 - BRAND 1 | CRISTAL BOTTLE | 330ML | 6CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 5 | 5 | 243 | 42 | 266 | 2 | 2.32 | 1 | 1 | 1.16 | 0.33 | 1.16 | 0.33 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 2 | MAN 2 - OTHER BRANDS | CRISTAL BOTTLE | 330ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 6 | 6 | 243 | 42 | 270 | 8 | 7.92 | 3 | 1 | 0.99 | 0.33 | 0.99 | 0.33 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 3 | MAN 3 - BRAND 3 | CRISTAL BOTTLE | 330ML | 1CT | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 7 | 7 | 243 | 42 | 271 | 6 | 5.94 | 12 | 1 | 0.99 | 1.98 | 0.99 | 1.98 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 3 | MAN 3 - BRAND 3 | CRISTAL BOTTLE | 330ML | 6CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 8 | 8 | 243 | 42 | 298 | 14 | 9.66 | 5 | 1 | 0.69 | 0.33 | 0.69 | 0.33 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 3 | MAN 3 - BRAND 4 | CAN | 330ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| 9 | 9 | 243 | 42 | 302 | 5 | 17.50 | 8 | 1 | 3.50 | 1.50 | 3.50 | 1.50 | October | 2021 | Fall | BEER | EXTRA | MANUFACTURER 1 | MAN 1 - BRAND 1 | CRISTAL BOTTLE | 250ML | 6CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11,48 | 1 | 26 | 26003 | 1500 | Supermercados | Supermarkets | La Rioja | La Rioja | 42.27474 | -2.51708 | 5.671429 | 12.285714 | 8.8 | 1.285714 | N | N | N | N | N | N | N | N | N |
| Unnamed: 0 | cod_tienda | cod_semana | cod_producto | ventas_unidades | ventas_valor | ventas_volumen | numero_referencias | precio_real_unidades | precio_real_volumen | precio_tarifa_unidades | precio_tarifa_volumen | month | year | season | CATEGORY | SEGMENT | MANUFACTURER | BRAND | PACKAGING | VOLUME | UNITS | promocion_cabecera | promocion_descuento | promocion_expositor | promocion_extra_cantidad | promocion_folleto | promocion_isla | promocion_multicompra | promocion_regalo | factor_extrapolacion | cod_canal | cod_provincia | postal_code | sales_surface_sqmeters | Canal | Channel | Provincia | Comunidad autónoma | Lat | Lon | TEMP_MINIMA | TEMP_MAXIMA | TEMP_MEDIA | PRECIPITACION | national_holidays_2021 | regional_holidays_2021 | local_holidays_2021 | national_holidays_2022 | regional_holidays_2022 | local_holidays_2022 | national_holidays_2023 | regional_holidays_2023 | local_holidays_2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5128384 | 5128384 | 526 | 47 | 601 | 21 | 17.43 | 7 | 1 | 0.83 | 0.33 | 0.83 | 0.33 | November | 2021 | Fall | BEER | IMPORT PREMIUM | OTHER MANUFACTURERS | OTHER MAN - OTHER BRANDS | CAN | 330ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128385 | 5128385 | 526 | 47 | 606 | 1 | 1.09 | 1 | 1 | 1.09 | 0.50 | 1.09 | 0.50 | November | 2021 | Fall | BEER | IMPORT PREMIUM | OTHER MANUFACTURERS | OTHER MAN - OTHER BRANDS | CAN | 500ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128386 | 5128386 | 526 | 47 | 607 | 3 | 11.37 | 5 | 1 | 3.79 | 1.50 | 3.79 | 1.50 | November | 2021 | Fall | BEER | IMPORT PREMIUM | MANUFACTURER 3 | MAN 3 - OTHER BRANDS | CRISTAL BOTTLE | 250ML | 6CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128387 | 5128387 | 526 | 47 | 612 | 24 | 16.56 | 8 | 1 | 0.69 | 0.33 | 0.69 | 0.33 | November | 2021 | Fall | BEER | IMPORT PREMIUM | MANUFACTURER 3 | MAN 3 - OTHER BRANDS | CAN | 330ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128388 | 5128388 | 526 | 47 | 620 | 22 | 89.76 | 28 | 1 | 4.08 | 1.26 | 5.05 | 1.26 | November | 2021 | Fall | BEER | IMPORT PREMIUM | OTHER MANUFACTURERS | OTHER MAN - OTHER BRANDS | CRISTAL BOTTLE | 210ML | 6CT | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128389 | 5128389 | 526 | 47 | 625 | 100 | 127.00 | 36 | 1 | 1.27 | 0.36 | 1.27 | 0.36 | November | 2021 | Fall | BEER | IMPORT PREMIUM | OTHER MANUFACTURERS | OTHER MAN - OTHER BRANDS | CRISTAL BOTTLE | 355ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128390 | 5128390 | 526 | 47 | 633 | 20 | 49.00 | 10 | 1 | 2.45 | 0.50 | 2.45 | 0.50 | November | 2021 | Fall | BEER | IMPORT PREMIUM | OTHER MANUFACTURERS | OTHER MAN - OTHER BRANDS | CRISTAL BOTTLE | 500ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128391 | 5128391 | 526 | 47 | 652 | 6 | 37.50 | 18 | 1 | 6.25 | 3.00 | 6.25 | 3.00 | November | 2021 | Fall | BEER | IMPORT PREMIUM | MANUFACTURER 2 | MAN 2 - BRAND 3 | CRISTAL BOTTLE | 250ML | 12CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128392 | 5128392 | 526 | 47 | 654 | 23 | 85.10 | 35 | 1 | 3.70 | 1.50 | 3.70 | 1.50 | November | 2021 | Fall | BEER | IMPORT PREMIUM | MANUFACTURER 2 | MAN 2 - BRAND 3 | CRISTAL BOTTLE | 250ML | 6CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |
| 5128393 | 5128393 | 526 | 47 | 655 | 46 | 55.20 | 15 | 1 | 1.20 | 0.33 | 1.20 | 0.33 | November | 2021 | Fall | BEER | IMPORT PREMIUM | MANUFACTURER 2 | MAN 2 - BRAND 3 | CRISTAL BOTTLE | 330ML | 1CT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,89 | 2 | 91 | 8029 | 4500 | Hipermercados | Hipermarkets | Area Metropolitana de Barcelona | Cataluña | 41.37591 | 2.14988 | 7.657143 | 14.114286 | 10.442857 | 1.242857 | N | N | N | N | N | Y | N | N | N |